In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.tail()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17374 | 17375 | 2012-12-31 | 1 | 1 | 12 | 19 | 0 | 1 | 1 | 2 | 0.26 | 0.2576 | 0.60 | 0.1642 | 11 | 108 | 119 |
| 17375 | 17376 | 2012-12-31 | 1 | 1 | 12 | 20 | 0 | 1 | 1 | 2 | 0.26 | 0.2576 | 0.60 | 0.1642 | 8 | 81 | 89 |
| 17376 | 17377 | 2012-12-31 | 1 | 1 | 12 | 21 | 0 | 1 | 1 | 1 | 0.26 | 0.2576 | 0.60 | 0.1642 | 7 | 83 | 90 |
| 17377 | 17378 | 2012-12-31 | 1 | 1 | 12 | 22 | 0 | 1 | 1 | 1 | 0.26 | 0.2727 | 0.56 | 0.1343 | 13 | 48 | 61 |
| 17378 | 17379 | 2012-12-31 | 1 | 1 | 12 | 23 | 0 | 1 | 1 | 1 | 0.26 | 0.2727 | 0.65 | 0.1343 | 12 | 37 | 49 |
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x117dc1a58>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 1/(1+np.exp(-x)) # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
#def sigmoid(x):
# return 0 # Replace 0 with your sigmoid calculation here
#self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
#final_outputs = self.activation_function(final_inputs) # signals from final output layer
final_outputs = final_inputs # signals from final output layer f(x)=x
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
error = y - final_outputs # Output layer error is the difference between desired target and actual output.
#print("X", X)
#print("self.weights_input_to_hidden", self.weights_input_to_hidden)
#print("hidden_inputs", hidden_inputs)
#print("hidden_outputs", hidden_outputs)
#print("y", y)
#print("self.weights_hidden_to_output", self.weights_hidden_to_output)
#print("final_inputs", final_inputs)
#print("final_outputs", final_outputs)
#print("error", error)
# TODO: Calculate the hidden layer's contribution to the error
# Why: hidden erro should be calculated from output error term
# hidden_erro should be put under output error term?
#hidden_error = None
# TODO: Backpropagated error terms - Replace these values with your calculations.
# output_error_term = error * final_outputs *(1-final_outputs)
output_error_term = error
#print(y)
#print(final_outputs)
#print (error)
print (output_error_term)
hidden_error = output_error_term * self.weights_hidden_to_output.T
hidden_error_term = hidden_error * hidden_outputs * (1-hidden_outputs)
#print (hidden_error)
#print (hidden_error_term)
#print (hidden_inputs)
#print (hidden_outputs)
#print (hidden_outputs.T)
#print (hidden_outputs * (1-hidden_outputs))
#print("self.weights_hidden_to_output.T", self.weights_hidden_to_output.T)
#print("self.weights_hidden_to_output", self.weights_hidden_to_output)
#print("X", X )
#print("X [:, None]", X [:, None])
#print("hidden_outputs", hidden_outputs)
#print("hidden_error", hidden_error)
#print("hidden_error_term", hidden_error_term)
#print("output_error_term ", output_error_term)
#print("delta_weights_h_o", delta_weights_h_o)
#print("delta_weights_i_h ", delta_weights_i_h)
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X [:, None]
# Weight step (hidden to output)
delta_weights_h_o += output_error_term * hidden_outputs [:, None]
#print("X", X )
#print("X [:, None]", X [:, None])
#print("hidden_outputs", hidden_outputs)
#print("hidden_error_term", hidden_error_term)
#print("output_error_term ", output_error_term)
#print("delta_weights_h_o", delta_weights_h_o)
#print("delta_weights_i_h ", delta_weights_i_h)
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o / n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h / n_records # update input-to-hidden weights with gradient descent step
#print(self.weights_hidden_to_output)
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
print("features",features)
print("self.weights_input_to_hidden",self.weights_input_to_hidden)
hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = 1*final_inputs # signals from final output layer
print("final_inputs_run",final_inputs)
print("final_outputs_run", final_outputs)
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
# print("network.run(inputs)",network.run(inputs))
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
features [[ 0.5 -0.2 0.1]] self.weights_input_to_hidden [[ 0.1 -0.2] [ 0.4 0.5] [-0.3 0.2]] final_inputs_run [[ 0.09998924]] final_outputs_run [[ 0.09998924]] [ 0.30001076]
---------------------------------------------------------------------- Ran 5 tests in 0.011s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 10000
learning_rate = 0.2
hidden_nodes = 10
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[-1.13287757]
[-1.00275944]
[ 1.79431838]
[-0.57478711]
[-0.73269289]
[-0.42295517]
[-0.88449174]
[ 0.14112504]
[ 0.6460947]
[ 3.37272383]
[ 0.90289427]
[-0.6560663]
[ 1.09007918]
[ 0.10520842]
[ 1.38795695]
[ 0.65471318]
[-0.22514537]
[ 1.53846394]
[ 0.11594356]
[-0.98129781]
[ 0.39490925]
[-0.81224648]
[ 0.05651503]
[ 0.2753916]
[ 0.07573939]
[ 0.17413768]
[-0.10163747]
[ 1.37354589]
[-0.87011647]
[ 0.47884425]
[-1.0134039]
[-0.58076237]
[-0.1839242]
[ 1.83947971]
[ 0.9703004]
[ 1.02045264]
[ 0.06980569]
[-0.67303031]
[-0.96092601]
[ 0.2348464]
[-0.95166032]
[-0.96476939]
[-1.01887512]
[-0.77983015]
[-0.06172755]
[-0.81628791]
[ 0.79135677]
[-0.67121411]
[-0.51613255]
[-0.60381074]
[-0.0639776]
[-0.06695104]
[-0.1839242]
[-0.97266141]
[ 0.33924888]
[-0.98952504]
[-0.87333226]
[ 0.34598352]
[ 2.28160841]
[-0.45963939]
[ 0.31521539]
[ 1.66934405]
[-0.62961989]
[-0.78708044]
[-1.02012199]
[-0.78248295]
[ 1.35596621]
[ 0.57553915]
[-0.41172182]
[-0.33871681]
[-0.16969323]
[ 0.55077018]
[-0.76118904]
[-0.68255654]
[-0.64592027]
[-0.52244112]
[-0.78191725]
[ 0.34160641]
[ 0.08433091]
[-0.6584752]
[ 0.25105437]
[-0.09935494]
[ 0.16356566]
[-0.12881048]
[ 0.60835106]
[ 0.4469823]
[-0.84633106]
[-0.66935476]
[-0.95465316]
[-0.61711559]
[ 0.43462029]
[-0.84545549]
[-0.15783815]
[ 1.07711506]
[-0.89704484]
[ 0.74850169]
[ 0.1850371]
[-0.88349698]
[ 1.12976639]
[-0.33240018]
[-0.21662009]
[-0.95584883]
[ 0.14422209]
[-0.95200587]
[ 0.9392211]
[-0.71888925]
[-0.9971109]
[-0.61837057]
[ 0.18415501]
[-0.45357829]
[-0.03628971]
[-0.847671]
[ 2.28551858]
[ 0.02687888]
[ 0.14381384]
[-0.20903028]
[ 1.70444082]
[ 0.02039788]
[-0.16936179]
[-0.66381536]
[-0.61469484]
[-0.92593955]
[-0.63825359]
[-0.51032765]
[ 0.76527027]
[ 0.31510304]
[-0.93267761]
[ 2.83383456]
features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
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Progress: 0.0% ... Training loss: 0.960 ... Validation loss: 1.357[-0.85523319]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.0% ... Training loss: 0.954 ... Validation loss: 1.366[ 1.16987551]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15437 1 0 0.327244 -0.555792 0.886073 0 0
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15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15449 0
15450 0
15451 0
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15458 0
15459 0
15460 0
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15462 0
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15464 0
... ...
16845 0
16846 0
16847 0
16848 0
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16866 0
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16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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[ -2.15249708e-02 -3.41656170e-02 -4.24439540e-04 -1.55307040e-01
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[ -7.62021056e-02 -1.05072234e-01 -1.21549558e-01 1.19738142e-01
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[ 1.08715540e-01 1.49938616e-01 -2.48885265e-02 1.83058046e-01
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[ 3.43003287e-02 1.13028104e-02 -2.10227329e-01 9.59580420e-02
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[ 2.53400818e-02 1.70022031e-01 1.48779123e-01 -3.77697952e-02
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[ 1.46229948e-01 3.21833728e-02 -2.60840399e-02 -7.97423573e-02
-1.51026626e-01 6.97437766e-02 -8.67624192e-02 5.00121287e-02
2.06471593e-02 5.63448165e-02]
[ -1.36932809e-01 1.70314320e-01 1.15235026e-01 4.88023163e-02
1.40716489e-01 -1.51098571e-01 -1.46023548e-01 -1.42006547e-01
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[ 1.85626756e-01 2.39432280e-01 7.84874608e-02 1.34808342e-01
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[ 2.98326131e-02 -1.59965624e-01 8.66947371e-02 1.94704814e-01
-3.34360942e-02 -1.61907688e-02 -9.93677572e-02 4.45887896e-02
1.27180902e-01 -1.67198166e-01]
[ 1.08384299e-01 6.95763632e-02 6.66580389e-02 -2.68247913e-02
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1.39325032e-01 -2.87556496e-01]
[ 3.41635219e-01 -7.28356671e-02 -9.79503072e-02 -1.82788195e-01
1.74086892e-01 -3.96511267e-02 -7.78906002e-03 1.11141471e-01
1.24486094e-01 -1.64163001e-01]
[ -1.14636500e-01 -4.45747797e-02 -7.29978175e-02 7.46239062e-02
1.27490165e-01 -1.23934381e-01 -7.26332260e-02 8.16413241e-02
3.34493429e-01 -1.42654205e-01]
[ 2.88409876e-01 3.82637752e-02 -1.57044695e-01 2.11809523e-01
9.07945223e-02 -1.27152921e-01 -6.67529954e-02 -1.24414200e-01
2.14224946e-02 -2.96137257e-02]
[ -2.72430126e-01 -1.65097799e-01 2.58668478e-01 7.76370399e-03
-1.20728189e-01 9.18901595e-02 1.32527159e-01 1.66678849e-01
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[ 1.04499614e-01 -4.88874934e-03 2.56162727e-01 -2.37173589e-01
3.40983546e-02 8.30225662e-02 9.55157232e-02 1.78197569e-01
9.27665564e-02 -1.10320972e-01]
[ 1.17929990e-01 7.55245712e-02 -8.21901951e-02 -1.22131787e-01
-1.47241380e-01 1.91937381e-01 5.59919865e-02 -1.82091553e-01
-1.08552517e-01 -6.50822353e-03]
[ -2.14637064e-01 8.91085631e-02 -1.56592698e-01 -1.07835647e-01
-1.94419746e-01 4.67677721e-02 1.41743496e-01 1.28873490e-01
3.09098790e-02 -8.47016042e-04]
[ 1.50214632e-02 7.33737739e-02 6.81919942e-03 4.77961360e-02
-2.09769684e-02 1.54974344e-01 -2.98941246e-01 -4.66363163e-02
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[ 2.24053222e-02 8.09735291e-03 1.98273871e-01 -1.46994014e-01
-4.75369605e-02 -1.92244255e-01 1.41260509e-01 -2.01347907e-01
1.69550329e-02 1.57900441e-01]
[ 8.56006722e-03 2.29448233e-01 4.02390923e-01 1.91901922e-01
1.54338245e-01 2.41329422e-02 1.00848322e-01 -6.90206337e-02
1.49182419e-01 -5.17168182e-02]
[ 5.16534072e-02 4.43683677e-02 1.18280793e-02 1.02422595e-01
-1.10920105e-01 -1.00820548e-01 1.10628577e-01 -1.66406773e-01
5.20100852e-02 1.32729240e-01]
[ -7.59866063e-02 1.90501488e-01 2.91012277e-01 -1.31408043e-01
2.15350066e-02 -4.16088741e-02 -3.13734810e-02 1.07721041e-01
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[ -9.04110508e-02 1.03133156e-03 1.97773437e-01 -3.35629732e-02
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[ 9.99627261e-02 -2.84235841e-01 7.43890822e-02 8.38744305e-02
6.14028390e-02 1.54426766e-01 1.90838851e-01 2.23994082e-02
-1.09254281e-01 1.85994145e-01]]
final_inputs_run [[-0.02801699]
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...,
[ 0.03207518]
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final_outputs_run [[-0.02801699]
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...,
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Progress: 0.0% ... Training loss: 0.944 ... Validation loss: 1.339[-0.49438556]
[-0.47436411]
[-0.28117203]
[ 0.35253122]
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[ 3.2053199]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15456 0 1 1 ... 0 0 0
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15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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Progress: 0.0% ... Training loss: 0.942 ... Validation loss: 1.362[ 0.68836256]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.0% ... Training loss: 0.931 ... Validation loss: 1.310[ 0.24496982]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
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16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
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16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
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16866 0 1 0 ... 0 0 0
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16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
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15460 0 0 0 0 1 0
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... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
16859 0
16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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final_inputs_run [[-0.05268127]
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Progress: 0.1% ... Training loss: 0.926 ... Validation loss: 1.339[-0.0487196]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -1.89571910e-01 -8.09100104e-02 -2.24345048e-02 -1.61220689e-02
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features yr holiday temp hum windspeed season_1 season_2 \
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15447 1 0 0.119512 -0.763121 2.471815 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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[ 1.45825974e-01 3.21090580e-02 -2.58364040e-02 -8.00874945e-02
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[ -1.37408682e-01 1.70234677e-01 1.15560376e-01 4.83693300e-02
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-5.74747718e-05 1.46739551e-01]
[ 1.85037170e-01 2.39311181e-01 7.88759343e-02 1.34280856e-01
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[ 2.91517411e-02 -1.60057662e-01 8.71709872e-02 1.94059478e-01
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[ 1.06812103e-01 6.93303615e-02 6.77142245e-02 -2.82329648e-02
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[ 3.37486724e-01 -7.36273447e-02 -9.53766534e-02 -1.86331012e-01
1.82408398e-01 -4.04695256e-02 -1.32629675e-02 1.13785707e-01
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[ -1.17542320e-01 -4.51162793e-02 -7.11188654e-02 7.20062335e-02
1.33741523e-01 -1.24481621e-01 -7.64367381e-02 8.35689501e-02
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[ 2.87699948e-01 3.81307605e-02 -1.56578440e-01 2.11172525e-01
9.23086047e-02 -1.27285908e-01 -6.77330287e-02 -1.23944105e-01
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[ -2.72967258e-01 -1.65199362e-01 2.59059407e-01 7.24707291e-03
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[ -2.13722946e-01 8.92724896e-02 -1.57194561e-01 -1.07012518e-01
-1.96516390e-01 4.69450007e-02 1.43003978e-01 1.28261024e-01
3.08418902e-02 -3.24778326e-04]
[ 1.45662998e-02 7.32588688e-02 7.10957517e-03 4.73774723e-02
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[ 2.35561489e-02 8.27472156e-03 1.97529876e-01 -1.45913684e-01
-5.06284104e-02 -1.92042777e-01 1.43203868e-01 -2.02163313e-01
1.68409337e-02 1.58525158e-01]
[ 8.25120670e-03 2.29395493e-01 4.02587835e-01 1.91602187e-01
1.54756192e-01 2.40864460e-02 1.00596068e-01 -6.87625073e-02
1.49218469e-01 -5.18497237e-02]
[ 5.15050113e-02 4.43292723e-02 1.19309998e-02 1.02296202e-01
-1.10791553e-01 -1.00842801e-01 1.10671810e-01 -1.66341554e-01
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[ -7.55587938e-02 1.90537205e-01 2.90709908e-01 -1.30954422e-01
1.98143452e-02 -4.15512790e-02 -3.05121356e-02 1.07333485e-01
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[ -9.05153791e-02 9.98836234e-04 1.97835145e-01 -3.36927873e-02
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[ 9.98712771e-02 -2.84203679e-01 7.44526667e-02 8.38207431e-02
6.14392331e-02 1.54422674e-01 1.91101145e-01 2.24593874e-02
-1.09239661e-01 1.85957405e-01]]
final_inputs_run [[-0.06230875]
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...,
[ 0.00084769]
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final_outputs_run [[-0.06230875]
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...,
[ 0.00084769]
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Progress: 0.1% ... Training loss: 0.918 ... Validation loss: 1.340[-0.88436551]
[-0.61366658]
[-1.04357294]
[-0.47771772]
[ 0.37678686]
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[ 2.00661651]
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[ 0.10078892]
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[ 0.47410021]
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[ 0.06136681]
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[ 0.315713]
[ 1.59391334]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
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Progress: 0.1% ... Training loss: 0.920 ... Validation loss: 1.370[-0.86668241]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.1% ... Training loss: 0.926 ... Validation loss: 1.404[-0.42625138]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[ 1.42989843e-02 7.31610488e-02 7.26476486e-03 4.71386699e-02
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final_inputs_run [[-0.06622324]
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final_outputs_run [[-0.06622324]
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Progress: 0.1% ... Training loss: 0.902 ... Validation loss: 1.333[-0.0099364]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -1.96544000e-01 -8.30192199e-02 -1.83013053e-02 -2.24262602e-02
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-3.08032399e-02 -1.46238874e-01 -1.83865854e-01 7.70719354e-02
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2.38854275e-02 -9.71396096e-02 5.42426561e-02 1.75435798e-02
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-1.24315436e-02 -1.77618369e-01]
[ 2.57642420e-02 1.70070288e-01 1.48534230e-01 -3.74192717e-02
-2.33730509e-01 -1.64785512e-02 -1.53286656e-02 7.50392588e-02
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[ 1.44349132e-01 3.16796215e-02 -2.49881666e-02 -8.13649826e-02
-1.47069069e-01 6.92448948e-02 -8.89640201e-02 5.10843986e-02
2.06900483e-02 5.51390606e-02]
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-3.29129413e-05 1.45901220e-01]
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[ 2.92255916e-02 -1.60029551e-01 8.71209005e-02 1.94132540e-01
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3.34727107e-01 -1.46985974e-01]
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9.42158345e-02 -1.27573511e-01 -6.90889471e-02 -1.23347521e-01
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3.26025511e-02 8.31622520e-02 9.63718110e-02 1.77818941e-01
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[ -2.12759666e-01 8.95481615e-02 -1.57768709e-01 -1.06152987e-01
-1.98620264e-01 4.72072809e-02 1.44226509e-01 1.27697017e-01
3.08129025e-02 3.08205453e-04]
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[ 7.77269645e-03 2.29136197e-01 4.02840776e-01 1.91056768e-01
1.54906917e-01 2.38812431e-02 1.00131553e-01 -6.85038523e-02
1.49180488e-01 -5.22015902e-02]
[ 5.11997359e-02 4.42321892e-02 1.21348171e-02 1.02035135e-01
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1.79675543e-02 -4.14263634e-02 -2.96933652e-02 1.06891770e-01
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[ 9.94077305e-02 -2.84279501e-01 7.46939099e-02 8.34630979e-02
6.17835681e-02 1.54293164e-01 1.90856354e-01 2.26926245e-02
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final_inputs_run [[ -2.74664261e-01]
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...,
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final_outputs_run [[ -2.74664261e-01]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
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final_inputs_run [[-0.02879779]
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final_outputs_run [[-0.02879779]
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Progress: 0.1% ... Training loss: 0.890 ... Validation loss: 1.305[ 0.14290905]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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Progress: 0.1% ... Training loss: 0.884 ... Validation loss: 1.309[-0.56241698]
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features yr holiday temp hum windspeed season_1 season_2 \
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11 0 0 -0.711414 0.947345 0.764282 1 0
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13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.1% ... Training loss: 0.881 ... Validation loss: 1.317[-0.99357654]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[ 5.58231982e-02 1.25205893e-01 8.94255964e-04 -2.81356544e-02
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[ -1.64792158e-02 3.04756123e-01 -1.29857045e-01 5.05195117e-02
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[ -6.68555992e-02 1.45398705e-01 -9.56109756e-02 -2.94222675e-01
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[ -1.60732271e-01 1.38958449e-01 2.50514512e-01 -2.23047430e-02
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[ 2.07588788e-01 -6.46419504e-02 -2.15043488e-02 -2.14075514e-01
3.41404997e-02 1.56678867e-01 -3.51816045e-02 -2.98405379e-02
1.05583692e-01 7.70111197e-02]
[ 6.38824441e-02 5.26744957e-02 -2.85917997e-01 -2.04903177e-01
3.11059167e-01 -8.79244742e-02 1.29018211e-01 4.15918940e-02
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[ -1.41370097e-01 1.11026041e-01 -2.43175763e-01 7.71843248e-02
1.80961059e-01 -5.55327949e-02 7.01504138e-02 -1.05060531e-01
2.09743346e-01 2.08907104e-01]
[ 1.19125535e-01 1.99406192e-01 2.37625982e-02 -4.83917288e-02
5.97314563e-03 2.15320874e-01 -4.72740762e-02 -2.24116094e-01
-8.73313027e-02 1.66734795e-01]
[ -1.87786749e-02 -3.34912989e-02 -2.22217295e-03 -1.52915571e-01
2.14313417e-01 2.44658849e-02 2.66115555e-02 -1.25069295e-01
1.15973416e-01 6.51989183e-02]
[ 5.63352427e-02 -3.47642443e-02 -1.49099053e-01 -2.62919152e-01
-8.11111593e-02 1.27419989e-01 1.25137288e-01 -5.45223313e-03
2.47134263e-01 3.30304757e-02]
[ -7.19139795e-02 -1.03968545e-01 -1.24255743e-01 1.23586462e-01
1.81034994e-02 -5.04275291e-02 -4.61610224e-02 1.31158840e-01
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[ 1.13310174e-01 1.51037268e-01 -2.77711111e-02 1.87139598e-01
-3.26176152e-02 -6.58926693e-02 -8.50762037e-02 1.75624289e-01
1.12190152e-01 2.62935301e-01]
[ -2.62699288e-01 7.42942875e-03 -1.27050187e-01 5.44016569e-02
-3.39423202e-02 -1.45843267e-01 -1.82334131e-01 7.62419230e-02
1.24147462e-01 -2.87844490e-01]
[ 2.67326461e-02 -8.36954408e-02 -3.61232928e-02 -1.44867415e-01
1.91331815e-02 -9.65448965e-02 5.65357770e-02 1.62890242e-02
-1.76681319e-01 4.47812234e-02]
[ 6.63050877e-02 -1.97753090e-01 7.92846528e-03 -1.52791113e-01
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[ -6.39644726e-02 7.24743871e-02 -7.33062512e-02 1.01982327e-02
9.38712464e-02 5.69394743e-02 2.28395874e-02 1.69661258e-01
2.69919749e-01 -5.31781438e-02]
[ -1.19025166e-01 -1.77257484e-01 -4.52646314e-02 -1.83036575e-01
2.61774906e-01 3.05885295e-03 1.66983633e-01 -6.12594854e-03
-6.32262236e-02 -5.92377384e-02]
[ -1.89069443e-01 -2.13493572e-01 -1.49913666e-01 7.02088724e-02
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[ 2.18473184e-01 2.50917045e-01 -1.35461443e-02 -1.14977828e-02
-6.01042603e-02 7.29627634e-02 -4.75514148e-02 -1.06319285e-01
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[ 3.42007741e-02 1.12570419e-02 -2.10225192e-01 9.58846421e-02
1.65235855e-01 -6.40863739e-02 1.67235113e-01 2.63380521e-02
-1.24308830e-02 -1.77648773e-01]
[ 2.56404027e-02 1.70022146e-01 1.48622081e-01 -3.75372936e-02
-2.33436985e-01 -1.65125380e-02 -1.54685235e-02 7.51154609e-02
-1.53788679e-01 -3.70855539e-02]
[ 1.43822572e-01 3.15158602e-02 -2.46576400e-02 -8.17870924e-02
-1.45984981e-01 6.90949232e-02 -8.95394126e-02 5.13870496e-02
2.07292541e-02 5.48061016e-02]
[ -1.39357658e-01 1.69617537e-01 1.16765942e-01 4.65926883e-02
1.45700429e-01 -1.51743908e-01 -1.49014773e-01 -1.40523976e-01
2.24832791e-05 1.45406704e-01]
[ 1.84180498e-01 2.39064343e-01 7.94132155e-02 1.33538272e-01
-8.57438483e-02 -2.51088686e-01 -7.45341619e-02 -9.45004511e-02
-1.13817826e-01 1.58544946e-01]
[ 2.94893969e-02 -1.59943497e-01 8.69642312e-02 1.94367834e-01
-3.28649626e-02 -1.62282821e-02 -9.98833367e-02 4.48539547e-02
1.27200118e-01 -1.67348473e-01]
[ 1.05273029e-01 6.88542561e-02 6.86682520e-02 -2.95849325e-02
-2.64389558e-01 2.41326426e-01 4.68717543e-02 4.89636744e-02
1.39543622e-01 -2.89329152e-01]
[ 3.33350757e-01 -7.48361057e-02 -9.28262435e-02 -1.89770902e-01
1.90645029e-01 -4.15901507e-02 -1.79470144e-02 1.16271102e-01
1.24961655e-01 -1.69081352e-01]
[ -1.23570477e-01 -4.70548958e-02 -6.72564981e-02 6.64123971e-02
1.46390552e-01 -1.26188817e-01 -8.38390633e-02 8.72672423e-02
3.34903557e-01 -1.48384591e-01]
[ 2.86103842e-01 3.76531074e-02 -1.55689279e-01 2.09762298e-01
9.51622478e-02 -1.27707471e-01 -6.96194663e-02 -1.23044312e-01
2.15244901e-02 -3.10237878e-02]
[ -2.73956109e-01 -1.65533843e-01 2.59688238e-01 6.28364457e-03
-1.17067256e-01 9.14678969e-02 1.30674468e-01 1.67696901e-01
-1.42139940e-02 -7.49858191e-02]
[ 1.04620421e-01 -4.89562756e-03 2.56091136e-01 -2.37009032e-01
3.34336515e-02 8.30256906e-02 9.59236139e-02 1.78073250e-01
9.27630557e-02 -1.10238184e-01]
[ 1.18862614e-01 7.57535936e-02 -8.28187009e-02 -1.21281103e-01
-1.49474551e-01 1.92158162e-01 5.72200495e-02 -1.82695854e-01
-1.08627658e-01 -5.91867777e-03]
[ -2.12138487e-01 8.97479107e-02 -1.58170826e-01 -1.05612021e-01
-2.00033845e-01 4.73848004e-02 1.44902748e-01 1.27323534e-01
3.07651799e-02 7.17139420e-04]
[ 1.41426177e-02 7.30989947e-02 7.37758245e-03 4.70591696e-02
-1.95916423e-02 1.54725168e-01 -3.00347475e-01 -4.61327889e-02
-3.57487117e-02 -1.73540326e-01]
[ 2.33554160e-02 8.22213935e-03 1.97751566e-01 -1.46083142e-01
-5.06154115e-02 -1.92079941e-01 1.43109457e-01 -2.01918580e-01
1.69077176e-02 1.58342465e-01]
[ 7.49193598e-03 2.28977771e-01 4.03037411e-01 1.90759845e-01
1.55521087e-01 2.37500623e-02 9.97334342e-02 -6.82928325e-02
1.49201044e-01 -5.24180622e-02]
[ 5.09479676e-02 4.41332915e-02 1.23595881e-02 1.01759276e-01
-1.09769590e-01 -1.00975496e-01 1.10135268e-01 -1.65978354e-01
5.20417679e-02 1.32175285e-01]
[ -7.52564583e-02 1.90517287e-01 2.90528514e-01 -1.30729771e-01
1.85923214e-02 -4.15179875e-02 -3.00406168e-02 1.07109248e-01
-2.41934632e-01 -9.56830001e-03]
[ -9.07723028e-02 8.89675591e-04 1.98001528e-01 -3.39129857e-02
-8.64568925e-02 -1.21792514e-01 -1.59899560e-01 -1.42403640e-01
-2.18285068e-01 1.72248932e-02]
[ 9.99373337e-02 -2.84067670e-01 7.43170790e-02 8.40013748e-02
6.01557073e-02 1.54443308e-01 1.91646629e-01 2.23136477e-02
-1.09294673e-01 1.86009310e-01]]
final_inputs_run [[-0.00711095]
[ 0.02990892]
[ 0.08982519]
...,
[ 0.06466571]
[ 0.05069733]
[ 0.09527969]]
final_outputs_run [[-0.00711095]
[ 0.02990892]
[ 0.08982519]
...,
[ 0.06466571]
[ 0.05069733]
[ 0.09527969]]
Progress: 0.1% ... Training loss: 0.874 ... Validation loss: 1.283[-0.84752586]
[-0.45054546]
[ 0.20587593]
[-0.66785437]
[-0.12523195]
[-0.99096524]
[-0.52355673]
[-0.47058345]
[-0.69088912]
[ 1.06063888]
[ 0.5243577]
[ 0.27484423]
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[ 2.84046138]
[ 0.85177504]
[ 1.62978847]
[ 0.76561416]
[ 0.31924464]
[-0.18819113]
[-1.00499233]
[-0.5151903]
[ 1.37931914]
[-0.53821607]
[-0.69212851]
[-0.26770424]
[-0.18155706]
[-0.13118509]
[-0.75160397]
[-0.80658086]
[-0.49685936]
[ 1.39853995]
[-0.58041078]
[-0.48246685]
[ 3.39947658]
[ 0.3712659]
[-0.95199018]
[-0.14876553]
[-0.18495735]
[-0.72037007]
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[-0.63067686]
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[ 0.9969782]
[ 2.28428635]
[ 1.42503443]
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[ 3.06313175]
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[ 0.46356026]
[ 0.69254535]
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[ 2.15961694]
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[ 0.87117164]
[-0.67052259]
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[ 0.1920001]
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[ 1.85284891]
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[ 0.96551662]
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[ 2.59673965]
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[ 2.52039592]
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[ 2.52036754]
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[ 2.08789333]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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Progress: 0.1% ... Training loss: 0.866 ... Validation loss: 1.280[-1.18080786]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
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Progress: 0.1% ... Training loss: 0.860 ... Validation loss: 1.264[ 3.10570297]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[-0.0469251 ]
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final_outputs_run [[-0.0469251 ]
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Progress: 0.2% ... Training loss: 0.850 ... Validation loss: 1.283[ 0.33097938]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ 1.42771913e-01 3.11601111e-02 -2.38970307e-02 -8.26825039e-02
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[ -1.39404603e-01 1.69594604e-01 1.16797013e-01 4.65582308e-02
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2.27920439e-05 1.45378569e-01]
[ 1.83987760e-01 2.39000266e-01 7.95555227e-02 1.33354544e-01
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-1.13792302e-01 1.58424973e-01]
[ 2.90418510e-02 -1.60096222e-01 8.73201200e-02 1.93949767e-01
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[ 1.04684668e-01 6.86373015e-02 6.90854270e-02 -3.00896564e-02
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[ 3.29014540e-01 -7.62694408e-02 -8.97911928e-02 -1.93167119e-01
1.99665876e-01 -4.28290669e-02 -2.22243961e-02 1.18956518e-01
1.25397751e-01 -1.71925798e-01]
[ -1.26992643e-01 -4.83030243e-02 -6.47838386e-02 6.34174827e-02
1.53517673e-01 -1.27210595e-01 -8.73898726e-02 8.94995929e-02
3.35241323e-01 -1.50797904e-01]
[ 2.85022216e-01 3.72568396e-02 -1.54909926e-01 2.08839631e-01
9.74415775e-02 -1.28005488e-01 -7.07387410e-02 -1.22376046e-01
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[ -2.73786309e-01 -1.65496672e-01 2.59583642e-01 6.38615121e-03
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3.27242973e-02 8.30996986e-02 9.62048511e-02 1.77906748e-01
9.27338011e-02 -1.10064938e-01]
[ 1.19360281e-01 7.59274149e-02 -8.31634212e-02 -1.20844982e-01
-1.50667558e-01 1.92309632e-01 5.77506888e-02 -1.83005844e-01
-1.08677000e-01 -5.56910223e-03]
[ -2.10951006e-01 9.01583868e-02 -1.59012210e-01 -1.04602524e-01
-2.02878537e-01 4.77425749e-02 1.46091028e-01 1.26599179e-01
3.06488583e-02 1.53794692e-03]
[ 1.57468256e-02 7.36164413e-02 6.31118753e-03 4.84170376e-02
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[ 2.17626352e-02 7.64255154e-03 1.98887304e-01 -1.47319508e-01
-4.80667663e-02 -1.92514649e-01 1.41585821e-01 -2.00976222e-01
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[ 7.37174573e-03 2.28912843e-01 4.03106375e-01 1.90585232e-01
1.55256035e-01 2.37245317e-02 9.95897145e-02 -6.81228354e-02
1.49240251e-01 -5.24354611e-02]
[ 5.09367305e-02 4.40163315e-02 1.25173907e-02 1.01615952e-01
-1.10201984e-01 -1.01059576e-01 1.10088723e-01 -1.65873540e-01
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[ -7.48751854e-02 1.90657611e-01 2.90247178e-01 -1.30307172e-01
1.74152166e-02 -4.13742339e-02 -2.96525936e-02 1.06925385e-01
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[ -9.06916880e-02 9.49184587e-04 1.97889756e-01 -3.37893594e-02
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[ 1.00751592e-01 -2.83682660e-01 7.37200370e-02 8.47838532e-02
5.78394296e-02 1.54703867e-01 1.92596122e-01 2.18011866e-02
-1.09373667e-01 1.86592107e-01]]
final_inputs_run [[-0.06155808]
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[ 0.07113645]
...,
[ 0.02000873]
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final_outputs_run [[-0.06155808]
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...,
[ 0.02000873]
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Progress: 0.2% ... Training loss: 0.844 ... Validation loss: 1.287[ 0.66024535]
[-0.93267019]
[ 0.29073953]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
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16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.2% ... Training loss: 0.837 ... Validation loss: 1.272[ 0.83223362]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.2% ... Training loss: 0.836 ... Validation loss: 1.231[-0.3503038]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.00176092]
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final_outputs_run [[ 0.00176092]
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Progress: 0.2% ... Training loss: 0.826 ... Validation loss: 1.238[-0.23492033]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15418 1 0 0.119512 0.014364 -0.211685 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.17013768e-01 -9.09086681e-02 -3.56726058e-03 -4.01468920e-02
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final_inputs_run [[-0.39830376]
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...,
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final_outputs_run [[-0.39830376]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
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16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
16859 0
16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
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final_inputs_run [[-0.01391684]
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final_outputs_run [[-0.01391684]
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Progress: 0.2% ... Training loss: 0.820 ... Validation loss: 1.243[-0.50624523]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
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Progress: 0.2% ... Training loss: 0.831 ... Validation loss: 1.193[ 2.39130282]
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features yr holiday temp hum windspeed season_1 season_2 \
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13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
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23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.2% ... Training loss: 0.817 ... Validation loss: 1.193[-0.41531448]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15439 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
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15443 0
15444 0
15445 0
15446 0
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15450 0
15451 0
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15460 0
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... ...
16845 0
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16871 0
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[1440 rows x 56 columns]
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[ -6.80059357e-02 1.44842729e-01 -9.48693208e-02 -2.95028532e-01
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4.13374560e-02 1.55358733e-01 -3.90378350e-02 -2.71607806e-02
1.06118141e-01 7.39256495e-02]
[ 5.99913577e-02 5.09947293e-02 -2.82930488e-01 -2.08083065e-01
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[ -1.41142325e-01 1.10970347e-01 -2.43140349e-01 7.71654048e-02
1.79829102e-01 -5.55587742e-02 7.02679337e-02 -1.05172637e-01
2.09694326e-01 2.08733658e-01]
[ 1.19692080e-01 1.99598806e-01 2.33844777e-02 -4.79275661e-02
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-8.73793568e-02 1.67057129e-01]
[ -1.50444337e-02 -3.20643095e-02 -5.03050885e-03 -1.49678426e-01
2.05056046e-01 2.56697312e-02 3.02119766e-02 -1.27422731e-01
1.15564338e-01 6.78710034e-02]
[ 6.08233372e-02 -3.29335423e-02 -1.52506553e-01 -2.59026638e-01
-9.20797948e-02 1.28908357e-01 1.29273938e-01 -8.27563370e-03
2.46619861e-01 3.63855774e-02]
[ -6.62751280e-02 -1.01717646e-01 -1.28437121e-01 1.28432990e-01
4.65840679e-03 -4.85877418e-02 -4.09860073e-02 1.27681446e-01
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[ 1.18269038e-01 1.52949690e-01 -3.14447288e-02 1.91352891e-01
-4.45178997e-02 -6.43154378e-02 -8.04097696e-02 1.72594406e-01
1.11644926e-01 2.66456655e-01]
[ -2.56424597e-01 9.97453026e-03 -1.31830478e-01 5.99848411e-02
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[ 3.23729321e-02 -8.14605750e-02 -4.03600731e-02 -1.39968033e-01
5.68206524e-03 -9.47381681e-02 6.17739379e-02 1.27486715e-02
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[ 7.09732779e-02 -1.95932341e-01 4.49292805e-03 -1.48762991e-01
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[ -5.92500473e-02 7.43206920e-02 -7.67994160e-02 1.42931887e-02
8.26429158e-02 5.84708913e-02 2.72826101e-02 1.66755360e-01
2.69398715e-01 -4.96985192e-02]
[ -1.20900315e-01 -1.78041762e-01 -4.39304465e-02 -1.84677071e-01
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-6.30530278e-02 -6.06540167e-02]
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[ 2.17467725e-01 2.50514721e-01 -1.28292306e-02 -1.23845378e-02
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[ 3.49530543e-02 1.15584986e-02 -2.10848594e-01 9.65571814e-02
1.63346052e-01 -6.38341206e-02 1.67907020e-01 2.58327029e-02
-1.25413651e-02 -1.77057130e-01]
[ 2.45272957e-02 1.69602943e-01 1.49428908e-01 -3.84865078e-02
-2.30817090e-01 -1.68674837e-02 -1.65187659e-02 7.57608577e-02
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[ 1.42305571e-01 3.09498257e-02 -2.34949669e-02 -8.30777779e-02
-1.42424930e-01 6.86086634e-02 -9.10088439e-02 5.23547903e-02
2.09019873e-02 5.36852212e-02]
[ -1.39654144e-01 1.69475573e-01 1.16986351e-01 4.63444102e-02
1.46214749e-01 -1.51839151e-01 -1.49263760e-01 -1.40335293e-01
6.50857382e-05 1.45155158e-01]
[ 1.83383745e-01 2.38757525e-01 8.00026091e-02 1.32857785e-01
-8.38114188e-02 -2.51325489e-01 -7.53097656e-02 -9.40096160e-02
-1.13721138e-01 1.58009671e-01]
[ 2.88346728e-02 -1.60182633e-01 8.75105057e-02 1.93741623e-01
-3.19004031e-02 -1.64746941e-02 -1.00603555e-01 4.52688053e-02
1.27252039e-01 -1.67772132e-01]
[ 1.02023318e-01 6.74651569e-02 7.11222673e-02 -3.23757978e-02
-2.56815874e-01 2.40195139e-01 4.39474413e-02 5.09938862e-02
1.39904736e-01 -2.91654065e-01]
[ 3.20757125e-01 -7.97479378e-02 -8.34416793e-02 -1.99786079e-01
2.16304926e-01 -4.55260845e-02 -2.94373167e-02 1.24096462e-01
1.26460156e-01 -1.77899254e-01]
[ -1.33151898e-01 -5.10254974e-02 -5.98739662e-02 5.78981156e-02
1.66507558e-01 -1.29321398e-01 -9.29716811e-02 9.34548505e-02
3.35999152e-01 -1.55603601e-01]
[ 2.81537411e-01 3.57630492e-02 -1.52219802e-01 2.05814620e-01
1.04838480e-01 -1.29128151e-01 -7.36463348e-02 -1.20211743e-01
2.20857458e-02 -3.43731830e-02]
[ -2.74057502e-01 -1.65624863e-01 2.59811289e-01 6.11889655e-03
-1.16663172e-01 9.13902021e-02 1.30570093e-01 1.67804989e-01
-1.41986866e-02 -7.51329692e-02]
[ 1.05184858e-01 -4.69707037e-03 2.55638539e-01 -2.36518795e-01
3.17122057e-02 8.31932667e-02 9.64987245e-02 1.77678646e-01
9.26747189e-02 -1.09832301e-01]
[ 1.20888226e-01 7.65644722e-02 -8.43366086e-02 -1.19546675e-01
-1.54397058e-01 1.92813540e-01 5.90549361e-02 -1.83935560e-01
-1.08872752e-01 -4.42523183e-03]
[ -2.08906036e-01 9.10307134e-02 -1.60616091e-01 -1.02789066e-01
-2.07877853e-01 4.84479533e-02 1.47894626e-01 1.25312727e-01
3.03888658e-02 3.11436813e-03]
[ 1.63983662e-02 7.38391733e-02 5.97807032e-03 4.89367057e-02
-2.52275374e-02 1.55368930e-01 -2.98421814e-01 -4.74341121e-02
-3.59752725e-02 -1.71798207e-01]
[ 2.20409882e-02 7.77374000e-03 1.98584139e-01 -1.46981381e-01
-5.06846561e-02 -1.92438564e-01 1.41644520e-01 -2.01192964e-01
1.69388863e-02 1.57403386e-01]
[ 7.55905729e-03 2.28843195e-01 4.02813207e-01 1.90749130e-01
1.53018395e-01 2.37723932e-02 9.97326494e-02 -6.82911003e-02
1.49147619e-01 -5.21504289e-02]
[ 4.91457910e-02 4.32110998e-02 1.38206955e-02 1.00060726e-01
-1.06606898e-01 -1.01628970e-01 1.08519141e-01 -1.64804174e-01
5.22369177e-02 1.30523319e-01]
[ -7.65804963e-02 1.89840811e-01 2.91565233e-01 -1.31611548e-01
1.98576091e-02 -4.19205081e-02 -3.11360523e-02 1.07971223e-01
-2.41759141e-01 -1.04367099e-02]
[ -9.22961143e-02 2.40892989e-04 1.99205127e-01 -3.51043963e-02
-8.36280029e-02 -1.22254699e-01 -1.61358217e-01 -1.41359065e-01
-2.18047726e-01 1.60749587e-02]
[ 1.01543937e-01 -2.83256509e-01 7.31187457e-02 8.54935848e-02
5.47540240e-02 1.54960073e-01 1.93308025e-01 2.12664508e-02
-1.09498955e-01 1.87139267e-01]]
final_inputs_run [[ 0.02366386]
[ 0.11328848]
[ 0.2095862 ]
...,
[ 0.11855712]
[ 0.06355851]
[ 0.07234224]]
final_outputs_run [[ 0.02366386]
[ 0.11328848]
[ 0.2095862 ]
...,
[ 0.11855712]
[ 0.06355851]
[ 0.07234224]]
Progress: 0.2% ... Training loss: 0.802 ... Validation loss: 1.207[-0.02206205]
[ 2.51994103]
[-0.73653481]
[ 0.39857152]
[ 1.67195876]
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[ 1.57166025]
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[ 0.99998146]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15460 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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final_inputs_run [[ 0.03996767]
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Progress: 0.2% ... Training loss: 0.797 ... Validation loss: 1.193[-0.57433511]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
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Progress: 0.3% ... Training loss: 0.786 ... Validation loss: 1.240[-0.62575366]
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features yr holiday temp hum windspeed season_1 season_2 \
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9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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15445 0
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... ...
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Progress: 0.3% ... Training loss: 0.783 ... Validation loss: 1.242[-0.45926797]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ -1.46470963e-02 -3.18537029e-02 -5.37544652e-03 -1.49309155e-01
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[ 6.27899010e-02 -3.19541644e-02 -1.54005246e-01 -2.57373829e-01
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[ -6.34970208e-02 -1.00326702e-01 -1.30575075e-01 1.30829950e-01
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[ -2.55292756e-01 1.05385400e-02 -1.32759653e-01 6.09889637e-02
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[ -1.21426892e-01 -1.78321774e-01 -4.35880388e-02 -1.85110765e-01
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[ 3.53297733e-02 1.17206505e-02 -2.11175664e-01 9.68728007e-02
1.62321087e-01 -6.37035105e-02 1.68190729e-01 2.55834661e-02
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[ 2.48478608e-02 1.69775380e-01 1.49199463e-01 -3.82001527e-02
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[ 1.41813470e-01 3.07042742e-02 -2.31095909e-02 -8.35030592e-02
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2.09504410e-02 5.32659970e-02]
[ -1.39929924e-01 1.69301685e-01 1.17255538e-01 4.60533665e-02
1.46800310e-01 -1.51963445e-01 -1.49527464e-01 -1.40139069e-01
9.62566333e-05 1.44874049e-01]
[ 1.83328136e-01 2.38726913e-01 8.00676165e-02 1.32792258e-01
-8.35820528e-02 -2.51352735e-01 -7.53574461e-02 -9.39703710e-02
-1.13713377e-01 1.57967754e-01]
[ 2.82194653e-02 -1.60484849e-01 8.80485662e-02 1.93157834e-01
-3.07674434e-02 -1.67235712e-02 -1.01114260e-01 4.56469496e-02
1.27311496e-01 -1.68278831e-01]
[ 1.00286057e-01 6.65903350e-02 7.24700322e-02 -3.38288896e-02
-2.52861245e-01 2.39491748e-01 4.25818357e-02 5.20445861e-02
1.40106878e-01 -2.92969505e-01]
[ 3.18428621e-01 -8.08233182e-02 -8.16513695e-02 -2.01632989e-01
2.20313672e-01 -4.64063085e-02 -3.11388000e-02 1.25450198e-01
1.26715346e-01 -1.79675131e-01]
[ -1.35653923e-01 -5.23467180e-02 -5.78059163e-02 5.55489192e-02
1.72227636e-01 -1.30312646e-01 -9.50724931e-02 9.50346872e-02
3.36279821e-01 -1.57761407e-01]
[ 2.79502220e-01 3.47426896e-02 -1.50657428e-01 2.04045205e-01
1.08510061e-01 -1.29886996e-01 -7.52438989e-02 -1.18962696e-01
2.23218575e-02 -3.59947578e-02]
[ -2.73886588e-01 -1.65541207e-01 2.59694338e-01 6.25778479e-03
-1.17120579e-01 9.14501356e-02 1.30698896e-01 1.67712586e-01
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[ 1.05664284e-01 -4.44968586e-03 2.55266426e-01 -2.36111782e-01
3.04489789e-02 8.33664740e-02 9.68748007e-02 1.77383947e-01
9.26126990e-02 -1.09451211e-01]
[ 1.21715831e-01 7.69910430e-02 -8.49970119e-02 -1.18835708e-01
-1.56441062e-01 1.93128685e-01 5.97189389e-02 -1.84432238e-01
-1.08963160e-01 -3.72987830e-03]
[ -2.07388011e-01 9.17952746e-02 -1.61771897e-01 -1.01454405e-01
-2.11492628e-01 4.90433348e-02 1.49066706e-01 1.24418528e-01
3.02310498e-02 4.36338775e-03]
[ 1.77021849e-02 7.44512584e-02 5.05073961e-03 5.00394598e-02
-2.85394394e-02 1.55833308e-01 -2.97484958e-01 -4.81564852e-02
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[ 2.40382553e-02 8.75827272e-03 1.97050991e-01 -1.45345421e-01
-5.54856019e-02 -1.91707218e-01 1.43117819e-01 -2.02350490e-01
1.67218603e-02 1.58979595e-01]
[ 6.17717216e-03 2.28139955e-01 4.03927807e-01 1.89604966e-01
1.54732765e-01 2.32549761e-02 9.86692447e-02 -6.74305633e-02
1.49323532e-01 -5.31217224e-02]
[ 4.98701137e-02 4.35266110e-02 1.32677023e-02 1.00644437e-01
-1.08978317e-01 -1.01389026e-01 1.09012173e-01 -1.65190145e-01
5.21586379e-02 1.31048190e-01]
[ -7.64490595e-02 1.89867537e-01 2.91485172e-01 -1.31514488e-01
1.94015723e-02 -4.18403752e-02 -3.10539338e-02 1.07880124e-01
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[ -9.13737292e-02 6.15180683e-04 1.98570933e-01 -3.44215925e-02
-8.60659784e-02 -1.21913764e-01 -1.60762963e-01 -1.41856989e-01
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[ 1.01282869e-01 -2.83266947e-01 7.33926428e-02 8.52699059e-02
5.41182968e-02 1.54840011e-01 1.93162143e-01 2.14221102e-02
-1.09458475e-01 1.86910522e-01]]
final_inputs_run [[-0.08548633]
[ 0.01015344]
[ 0.1187719 ]
...,
[ 0.00812845]
[-0.06071697]
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final_outputs_run [[-0.08548633]
[ 0.01015344]
[ 0.1187719 ]
...,
[ 0.00812845]
[-0.06071697]
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Progress: 0.3% ... Training loss: 0.781 ... Validation loss: 1.253[-0.07131392]
[-0.63800527]
[-0.32374082]
[-0.56881558]
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[ 1.01190396]
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[ 1.32388914]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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Progress: 0.3% ... Training loss: 0.776 ... Validation loss: 1.249[ 0.61938684]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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Progress: 0.3% ... Training loss: 0.767 ... Validation loss: 1.199[ 1.07295569]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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final_inputs_run [[-0.03324911]
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Progress: 0.3% ... Training loss: 0.762 ... Validation loss: 1.203[-0.5844694]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15418 1 0 0.119512 0.014364 -0.211685 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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final_inputs_run [[-0.55761873]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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15439 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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[1440 rows x 56 columns]
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[ 1.19203846e-01 1.99294757e-01 2.37338990e-02 -4.83379649e-02
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[ -1.42090950e-02 -3.16072713e-02 -5.71769437e-03 -1.48915073e-01
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[ 6.45778816e-02 -3.09739002e-02 -1.55308615e-01 -2.55875848e-01
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[ -6.10847090e-02 -9.90063771e-02 -1.32332140e-01 1.32884411e-01
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[ 3.58270175e-02 -7.96418335e-02 -4.28757786e-02 -1.37023365e-01
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[ -5.71455748e-02 7.54240740e-02 -7.83582269e-02 1.61163729e-02
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[ 3.60576389e-02 1.21057548e-02 -2.11671598e-01 9.74482089e-02
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[ 2.43358945e-02 1.69526278e-01 1.49574837e-01 -3.86325296e-02
-2.30400480e-01 -1.69490245e-02 -1.65935065e-02 7.58231649e-02
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[ 1.41063316e-01 3.03074991e-02 -2.25836680e-02 -8.40849102e-02
-1.39921482e-01 6.81061900e-02 -9.19009440e-02 5.30429115e-02
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[ -1.40402360e-01 1.69036658e-01 1.17598853e-01 4.56630051e-02
1.47449908e-01 -1.52151173e-01 -1.49877934e-01 -1.39903024e-01
1.19571930e-04 1.44498841e-01]
[ 1.82423985e-01 2.38215045e-01 8.07072591e-02 1.32023970e-01
-8.18743901e-02 -2.51727545e-01 -7.60011647e-02 -9.34934517e-02
-1.13640989e-01 1.57220847e-01]
[ 2.73911935e-02 -1.60917083e-01 8.86988584e-02 1.92415669e-01
-2.91143795e-02 -1.70755891e-02 -1.01744301e-01 4.61155172e-02
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[ 9.86356236e-02 6.56579865e-02 7.36386701e-02 -3.51593917e-02
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1.40240478e-01 -2.94290966e-01]
[ 3.14503831e-01 -8.29246786e-02 -7.88415684e-02 -2.04647857e-01
2.27729394e-01 -4.79550135e-02 -3.39378430e-02 1.27553185e-01
1.27051710e-01 -1.82815689e-01]
[ -1.38931714e-01 -5.43543633e-02 -5.52731578e-02 5.24592635e-02
1.79149095e-01 -1.31747470e-01 -9.77451172e-02 9.69586984e-02
3.36539442e-01 -1.60697112e-01]
[ 2.77947394e-01 3.38753983e-02 -1.49512626e-01 2.02711998e-01
1.11589320e-01 -1.30482419e-01 -7.63864232e-02 -1.18129334e-01
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[ -2.74099119e-01 -1.65679657e-01 2.59877700e-01 6.04889219e-03
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[ 1.06167308e-01 -4.17053606e-03 2.54910009e-01 -2.35693946e-01
2.92247790e-02 8.35832401e-02 9.72597310e-02 1.77104251e-01
9.25656158e-02 -1.09006641e-01]
[ 1.22311683e-01 7.73126913e-02 -8.54220390e-02 -1.18330450e-01
-1.57835461e-01 1.93372414e-01 6.01527502e-02 -1.84745087e-01
-1.09004756e-01 -3.23189925e-03]
[ -2.06023026e-01 9.25576507e-02 -1.62794793e-01 -1.00263583e-01
-2.14603886e-01 4.96171647e-02 1.50080014e-01 1.23676217e-01
3.01179074e-02 5.54348904e-03]
[ 1.79574050e-02 7.45844711e-02 4.93281126e-03 5.02970607e-02
-3.01272998e-02 1.55919261e-01 -2.97411427e-01 -4.82366761e-02
-3.61184691e-02 -1.70349783e-01]
[ 2.37805854e-02 8.49495729e-03 1.97356341e-01 -1.45623363e-01
-5.51076985e-02 -1.91841539e-01 1.42733498e-01 -2.02096471e-01
1.67556010e-02 1.58645432e-01]
[ 5.63159755e-03 2.27787524e-01 4.04138684e-01 1.89213623e-01
1.54415429e-01 2.30433168e-02 9.83333985e-02 -6.71822453e-02
1.49342328e-01 -5.33385313e-02]
[ 4.79531832e-02 4.24583559e-02 1.47357274e-02 9.90059693e-02
-1.05129068e-01 -1.02098318e-01 1.07606350e-01 -1.64104073e-01
5.23444593e-02 1.29321293e-01]
[ -7.54632765e-02 1.90334826e-01 2.90785636e-01 -1.30670044e-01
1.67410087e-02 -4.14666669e-02 -3.04056700e-02 1.07356200e-01
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[ -9.11977094e-02 7.25782696e-04 1.98493302e-01 -3.42214045e-02
-8.71361927e-02 -1.21830286e-01 -1.60640326e-01 -1.41918949e-01
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[ 1.00432148e-01 -2.83664090e-01 7.39339535e-02 8.45449466e-02
5.54887625e-02 1.54465119e-01 1.92523139e-01 2.18523289e-02
-1.09417437e-01 1.86221449e-01]]
final_inputs_run [[-0.02450494]
[ 0.09022107]
[ 0.20999959]
...,
[ 0.07418943]
[-0.01016993]
[-0.01766759]]
final_outputs_run [[-0.02450494]
[ 0.09022107]
[ 0.20999959]
...,
[ 0.07418943]
[-0.01016993]
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Progress: 0.3% ... Training loss: 0.757 ... Validation loss: 1.195[-0.24563495]
[ 1.58915678]
[-0.62554219]
[ 0.38054834]
[ 1.0439338]
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[ 1.48538932]
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[ 0.38316358]
[ 0.38395063]
[ 0.4372685]
[ 0.26375559]
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[-1.14876862]
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[ 0.58178813]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
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Progress: 0.3% ... Training loss: 0.753 ... Validation loss: 1.220[ 2.60444171]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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final_outputs_run [[-0.00173692]
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Progress: 0.3% ... Training loss: 0.747 ... Validation loss: 1.171[-0.69622337]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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final_inputs_run [[-0.06721083]
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final_outputs_run [[-0.06721083]
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Progress: 0.3% ... Training loss: 0.740 ... Validation loss: 1.203[-0.1319226]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.35944824e-01 -1.01137926e-01 1.13123765e-02 -5.61659019e-02
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final_inputs_run [[-0.65889505]
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final_outputs_run [[-0.65889505]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
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final_inputs_run [[-0.06190973]
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final_outputs_run [[-0.06190973]
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Progress: 0.4% ... Training loss: 0.734 ... Validation loss: 1.194[-1.11234447]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15408 1 0 -0.607548 0.999178 0.031898 0 0
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15410 1 0 -0.607548 1.051010 0.519881 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
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15414 1 0 -0.088219 0.325357 0.031898 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
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Progress: 0.4% ... Training loss: 0.729 ... Validation loss: 1.169[ 0.69228323]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.4% ... Training loss: 0.725 ... Validation loss: 1.163[ 0.92636243]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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... ...
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[1440 rows x 56 columns]
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[ -1.40874089e-01 1.68702061e-01 1.18155642e-01 4.51350755e-02
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[ 1.81080997e-01 2.37430277e-01 8.17909065e-02 1.30847171e-01
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[ 2.67387385e-02 -1.61237402e-01 8.92502722e-02 1.91879268e-01
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[ 9.67310834e-02 6.45214188e-02 7.51038026e-02 -3.67817408e-02
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[ 2.74295318e-01 3.17098853e-02 -1.46786333e-01 1.99633658e-01
1.18684810e-01 -1.31985656e-01 -7.87404025e-02 -1.16180389e-01
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[ -2.02774578e-01 9.45333299e-02 -1.65331046e-01 -9.74425419e-02
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2.97809540e-02 8.48149078e-03]
[ 1.88792602e-02 7.51484461e-02 4.42693558e-03 5.11021717e-02
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[ 6.23963119e-03 2.28043519e-01 4.03431363e-01 1.89877824e-01
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[ -9.47194721e-02 -1.49821831e-03 2.01308429e-01 -3.72769958e-02
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[ 9.90498732e-02 -2.84379991e-01 7.52705889e-02 8.32451802e-02
5.63689896e-02 1.53778683e-01 1.91482167e-01 2.27130328e-02
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final_inputs_run [[-0.02969283]
[ 0.12242911]
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...,
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final_outputs_run [[-0.02969283]
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...,
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Progress: 0.4% ... Training loss: 0.720 ... Validation loss: 1.160[ 0.3917047]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.4% ... Training loss: 0.717 ... Validation loss: 1.142[ 1.41956446]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.4% ... Training loss: 0.712 ... Validation loss: 1.182[-1.00632845]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[-0.16502239]
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final_outputs_run [[-0.16502239]
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Progress: 0.4% ... Training loss: 0.719 ... Validation loss: 1.238[-0.35663658]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ 1.39032201e-01 2.90333059e-02 -2.09131791e-02 -8.58155434e-02
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[ -1.41224084e-01 1.68436783e-01 1.18467586e-01 4.47775441e-02
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[ 1.80966675e-01 2.37333380e-01 8.18979070e-02 1.30722282e-01
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[ 2.65114591e-02 -1.61365434e-01 8.94465300e-02 1.91642521e-01
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[ 9.51588100e-02 6.34200431e-02 7.63678957e-02 -3.81839137e-02
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[ 3.01049583e-01 -9.09673976e-02 -6.88816185e-02 -2.14786575e-01
2.49619591e-01 -5.37155184e-02 -4.25619248e-02 1.34563802e-01
1.28235617e-01 -1.94059725e-01]
[ -1.47786305e-01 -6.01470883e-02 -4.79580338e-02 4.44163096e-02
1.96389128e-01 -1.35874088e-01 -1.04181676e-01 1.02174750e-01
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[ 2.72865327e-01 3.07721249e-02 -1.45743186e-01 1.98400004e-01
1.21348134e-01 -1.32624401e-01 -7.96231698e-02 -1.15422273e-01
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[ -2.74467682e-01 -1.66046352e-01 2.60236632e-01 5.54828346e-03
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[ 1.07371805e-01 -3.44070285e-03 2.53969008e-01 -2.34645461e-01
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[ 1.23832055e-01 7.82687305e-02 -8.65943491e-02 -1.17027178e-01
-1.61337895e-01 1.94048146e-01 6.11397793e-02 -1.85552806e-01
-1.09143872e-01 -1.84086808e-03]
[ -2.01546314e-01 9.53409853e-02 -1.66261529e-01 -9.63686479e-02
-2.25238316e-01 5.16274471e-02 1.53007666e-01 1.21230523e-01
2.96917741e-02 9.63693917e-03]
[ 2.01695370e-02 7.58653739e-02 3.61525583e-03 5.21412934e-02
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[ 2.31236651e-02 7.96487625e-03 1.97888164e-01 -1.45832083e-01
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1.67178763e-02 1.57761261e-01]
[ 5.73611895e-03 2.27569396e-01 4.03815177e-01 1.89349297e-01
1.50231049e-01 2.30021099e-02 9.83511398e-02 -6.72478608e-02
1.49312631e-01 -5.29267118e-02]
[ 4.69237226e-02 4.18904717e-02 1.55327034e-02 9.83398387e-02
-1.05636045e-01 -1.02433242e-01 1.06934651e-01 -1.63625507e-01
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[ -7.18853251e-02 1.92192273e-01 2.88279733e-01 -1.27700379e-01
6.83143634e-03 -4.00645749e-02 -2.84348988e-02 1.05635656e-01
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[ -9.26282826e-02 -1.88024292e-04 1.99752848e-01 -3.55499316e-02
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[ 9.93158721e-02 -2.84155259e-01 7.49854518e-02 8.34841888e-02
5.53151981e-02 1.53890748e-01 1.91604178e-01 2.25240977e-02
-1.09315361e-01 1.84799321e-01]]
final_inputs_run [[-0.07539053]
[ 0.0941899 ]
[ 0.25171416]
...,
[ 0.04116548]
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final_outputs_run [[-0.07539053]
[ 0.0941899 ]
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...,
[ 0.04116548]
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Progress: 0.4% ... Training loss: 0.704 ... Validation loss: 1.168[-0.34076168]
[-0.03621713]
[-0.81535361]
[-0.00812306]
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[ 0.39202417]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
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Progress: 0.4% ... Training loss: 0.701 ... Validation loss: 1.174[ 0.14165851]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.5% ... Training loss: 0.698 ... Validation loss: 1.123[-0.75894617]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15450 0
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15460 0
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... ...
16845 0
16846 0
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16871 0
16872 0
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final_inputs_run [[-0.05453849]
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final_outputs_run [[-0.05453849]
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Progress: 0.5% ... Training loss: 0.693 ... Validation loss: 1.144[-0.90540441]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
0 1
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... ...
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.53143173e-01 -1.12830246e-01 2.55152355e-02 -7.12225192e-02
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final_inputs_run [[-0.84762905]
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...,
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final_outputs_run [[-0.84762905]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
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Progress: 0.5% ... Training loss: 0.693 ... Validation loss: 1.175[-0.49273907]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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Progress: 0.5% ... Training loss: 0.687 ... Validation loss: 1.146[ 1.20927554]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[-0.1374657 ]
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final_outputs_run [[-0.1374657 ]
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Progress: 0.5% ... Training loss: 0.691 ... Validation loss: 1.195[ 0.46450004]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
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15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
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16852 0
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16855 0
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16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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[ 1.18461037e-01 1.98787234e-01 2.42709073e-02 -4.88766826e-02
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[ -1.02996072e-02 -2.90722188e-02 -8.73242659e-03 -1.45527306e-01
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[ 7.44468896e-02 -2.46189459e-02 -1.62967481e-01 -2.47550340e-01
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[ -5.26224349e-02 -9.35951393e-02 -1.38728185e-01 1.40106278e-01
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[ -1.22932603e-01 -1.79274131e-01 -4.24047027e-02 -1.86492991e-01
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[ 3.64560123e-02 1.24334662e-02 -2.11939341e-01 9.77632876e-02
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[ 2.32205606e-02 1.68788415e-01 1.50498483e-01 -3.95627441e-02
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[ 1.37291666e-01 2.77665668e-02 -1.94208391e-02 -8.73614020e-02
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2.13436724e-02 4.91182449e-02]
[ -1.41674209e-01 1.68117460e-01 1.18900602e-01 4.43423868e-02
1.49400678e-01 -1.52799961e-01 -1.50818344e-01 -1.39089901e-01
2.51678476e-04 1.43018821e-01]
[ 1.80614101e-01 2.37169191e-01 8.24070732e-02 1.30338021e-01
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[ 2.65551324e-02 -1.61201695e-01 8.95203189e-02 1.91691091e-01
-2.81345871e-02 -1.74420026e-02 -1.02253495e-01 4.65861704e-02
1.27487411e-01 -1.69549071e-01]
[ 9.28785234e-02 6.18597982e-02 7.81779193e-02 -4.01079600e-02
-2.37193270e-01 2.35938264e-01 3.75642582e-02 5.60879889e-02
1.40738900e-01 -2.99352755e-01]
[ 2.94625789e-01 -9.52537804e-02 -6.38267595e-02 -2.19924967e-01
2.61175208e-01 -5.66333542e-02 -4.64399857e-02 1.38011291e-01
1.28821089e-01 -1.99864744e-01]
[ -1.54224788e-01 -6.50583253e-02 -4.24684488e-02 3.82761290e-02
2.09100279e-01 -1.39218826e-01 -1.08530179e-01 1.05948275e-01
3.38006193e-01 -1.75557230e-01]
[ 2.70356884e-01 2.90207696e-02 -1.43761406e-01 1.96157473e-01
1.26403577e-01 -1.33809466e-01 -8.11233794e-02 -1.14094859e-01
2.31323680e-02 -4.40722698e-02]
[ -2.75398161e-01 -1.66785619e-01 2.61010607e-01 4.64404317e-03
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[ 1.08171683e-01 -2.86313866e-03 2.53366956e-01 -2.33993101e-01
2.40977565e-02 8.44833538e-02 9.85441567e-02 1.75985213e-01
9.23584426e-02 -1.07131081e-01]
[ 1.24867572e-01 7.89680884e-02 -8.73995425e-02 -1.16138532e-01
-1.63798739e-01 1.94534483e-01 6.17405604e-02 -1.86092189e-01
-1.09235420e-01 -8.41590167e-04]
[ -1.99068091e-01 9.70846867e-02 -1.68277780e-01 -9.41592287e-02
-2.31099389e-01 5.28454447e-02 1.54473726e-01 1.19886657e-01
2.94524153e-02 1.20610972e-02]
[ 2.10108500e-02 7.64396096e-02 3.01401616e-03 5.29154352e-02
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[ 2.09250044e-02 6.34256111e-03 1.99787554e-01 -1.47788214e-01
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1.69130534e-02 1.55467186e-01]
[ 7.89262698e-03 2.28888331e-01 4.02281647e-01 1.91178705e-01
1.43401144e-01 2.39978226e-02 9.94839558e-02 -6.82552965e-02
1.49123356e-01 -5.07547129e-02]
[ 4.57403400e-02 4.11473024e-02 1.65271330e-02 9.73257388e-02
-1.04131109e-01 -1.03032627e-01 1.06139711e-01 -1.62969659e-01
5.25162676e-02 1.27418892e-01]
[ -6.89437555e-02 1.93890796e-01 2.86374334e-01 -1.25492205e-01
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[ -9.17247647e-02 2.96824815e-04 1.99305316e-01 -3.48210640e-02
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[ 9.95250509e-02 -2.83937281e-01 7.51735214e-02 8.33942634e-02
5.24744802e-02 1.53916142e-01 1.91529353e-01 2.25655591e-02
-1.09324523e-01 1.84680128e-01]]
final_inputs_run [[-0.13978448]
[ 0.04493678]
[ 0.21951154]
...,
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final_outputs_run [[-0.13978448]
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...,
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Progress: 0.5% ... Training loss: 0.690 ... Validation loss: 1.196[-0.03910333]
[-0.41285646]
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[ 0.00696071]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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... .. ... ... ... ... ... ...
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
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16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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Progress: 0.5% ... Training loss: 0.701 ... Validation loss: 1.244[ 1.14261779]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
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Progress: 0.5% ... Training loss: 0.692 ... Validation loss: 1.218[ 2.45926602]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15450 0
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15454 0
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15460 0
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... ...
16845 0
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16871 0
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[1440 rows x 56 columns]
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final_inputs_run [[-0.08092333]
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Progress: 0.5% ... Training loss: 0.676 ... Validation loss: 1.147[-0.46512785]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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[ -9.86685838e-03 -2.87934014e-02 -9.05242460e-03 -1.45169886e-01
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[ 7.62219458e-02 -2.33153304e-02 -1.64278002e-01 -2.45996136e-01
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[ -5.12363265e-02 -9.25888939e-02 -1.39745864e-01 1.41324404e-01
-3.05148456e-02 -4.19849973e-02 -3.12230824e-02 1.19707292e-01
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[ 1.37745557e-01 1.64895889e-01 -4.63702807e-02 2.08087961e-01
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[ 5.01475902e-02 -7.03822188e-02 -5.37932561e-02 -1.24780463e-01
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[ -1.23952274e-01 -1.80038703e-01 -4.15756392e-02 -1.87406549e-01
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[ -2.22305892e-01 -2.33416539e-01 -1.24473739e-01 4.07394527e-02
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[ 3.71059260e-02 1.29067305e-02 -2.12453052e-01 9.83517054e-02
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[ 2.26050733e-02 1.68323676e-01 1.50982853e-01 -4.00954257e-02
-2.26969085e-01 -1.77911643e-02 -1.76158133e-02 7.66466882e-02
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[ 1.36779874e-01 2.73362968e-02 -1.89669217e-02 -8.78890831e-02
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2.13793581e-02 4.86025608e-02]
[ -1.41701200e-01 1.68143980e-01 1.18950286e-01 4.43050410e-02
1.49261340e-01 -1.52815643e-01 -1.50843299e-01 -1.39055044e-01
2.57945593e-04 1.42957554e-01]
[ 1.79918872e-01 2.36702810e-01 8.29726893e-02 1.29716684e-01
-7.74300339e-02 -2.52853932e-01 -7.76228070e-02 -9.21304752e-02
-1.13431991e-01 1.54714038e-01]
[ 2.63476583e-02 -1.61369439e-01 8.97227177e-02 1.91480414e-01
-2.76850919e-02 -1.75762997e-02 -1.02427782e-01 4.67202781e-02
1.27503753e-01 -1.69771928e-01]
[ 9.14913980e-02 6.08007423e-02 7.92135744e-02 -4.13016098e-02
-2.34369194e-01 2.35142370e-01 3.66448466e-02 5.68548635e-02
1.40843612e-01 -3.00590838e-01]
[ 2.90821867e-01 -9.80602403e-02 -6.10233568e-02 -2.22901512e-01
2.66645841e-01 -5.85458518e-02 -4.88560743e-02 1.39909883e-01
1.29056066e-01 -2.03400330e-01]
[ -1.56553397e-01 -6.68653499e-02 -4.05742607e-02 3.60782700e-02
2.13352576e-01 -1.40487461e-01 -1.10139742e-01 1.07230028e-01
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[ 2.68905340e-01 2.79769962e-02 -1.42719612e-01 1.94905588e-01
1.29174435e-01 -1.34493558e-01 -8.19689693e-02 -1.13418497e-01
2.32122581e-02 -4.54472722e-02]
[ -2.75880277e-01 -1.67159300e-01 2.61440614e-01 4.15260419e-03
-1.12518467e-01 9.02717703e-02 1.29285973e-01 1.68976712e-01
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[ 1.08632222e-01 -2.52129706e-03 2.53015285e-01 -2.33599561e-01
2.30723428e-02 8.47205503e-02 9.88146498e-02 1.75755517e-01
9.23234608e-02 -1.06674595e-01]
[ 1.24955755e-01 7.90208482e-02 -8.74649038e-02 -1.16094059e-01
-1.63919277e-01 1.94575162e-01 6.17890821e-02 -1.86141244e-01
-1.09245225e-01 -7.66449449e-04]
[ -1.97961636e-01 9.78960705e-02 -1.69101471e-01 -9.31824045e-02
-2.33542746e-01 5.34061720e-02 1.55117672e-01 1.19344378e-01
2.93825231e-02 1.31567844e-02]
[ 2.15158848e-02 7.66837040e-02 2.79536805e-03 5.32901429e-02
-4.15492832e-02 1.57169681e-01 -2.95857375e-01 -4.97497649e-02
-3.63727949e-02 -1.66828727e-01]
[ 2.04319038e-02 5.87136587e-03 2.00240384e-01 -1.48298071e-01
-5.42970746e-02 -1.93636058e-01 1.40105582e-01 -2.00190614e-01
1.69312215e-02 1.54860617e-01]
[ 8.56853053e-03 2.29370966e-01 4.01791151e-01 1.91882180e-01
1.41532229e-01 2.43045184e-02 9.98773253e-02 -6.85719937e-02
1.49099053e-01 -5.00311992e-02]
[ 4.44483590e-02 4.01513089e-02 1.76181872e-02 9.61172710e-02
-1.03190824e-01 -1.03733075e-01 1.05176204e-01 -1.62216000e-01
5.26255074e-02 1.26127559e-01]
[ -6.88491325e-02 1.94010377e-01 2.86219517e-01 -1.25317608e-01
-1.93939987e-03 -3.88021141e-02 -2.69841895e-02 1.04176685e-01
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[ -9.16929317e-02 3.94608771e-04 1.99170124e-01 -3.46125018e-02
-8.97661040e-02 -1.22048985e-01 -1.61583429e-01 -1.41371512e-01
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[ 9.83815604e-02 -2.84828840e-01 7.61888756e-02 8.22329767e-02
5.44398283e-02 1.53236017e-01 1.90616814e-01 2.33350471e-02
-1.09211240e-01 1.83374793e-01]]
final_inputs_run [[-0.08100647]
[ 0.1114271 ]
[ 0.29159827]
...,
[ 0.03152081]
[-0.13875001]
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final_outputs_run [[-0.08100647]
[ 0.1114271 ]
[ 0.29159827]
...,
[ 0.03152081]
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Progress: 0.5% ... Training loss: 0.673 ... Validation loss: 1.145[ 0.14258081]
[-0.16649238]
[ 2.77650971]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
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16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
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16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
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15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
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Progress: 0.6% ... Training loss: 0.670 ... Validation loss: 1.141[ 1.91073931]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.6% ... Training loss: 0.671 ... Validation loss: 1.082[-0.10195367]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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final_inputs_run [[-0.00802354]
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final_outputs_run [[-0.00802354]
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Progress: 0.6% ... Training loss: 0.667 ... Validation loss: 1.091[ 0.36773135]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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final_inputs_run [[-0.08079612]
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...,
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final_outputs_run [[-0.08079612]
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Progress: 0.6% ... Training loss: 0.665 ... Validation loss: 1.138[-0.13728462]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
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15424 1 0 -0.088219 0.740016 -0.456086 0 0
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15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
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Progress: 0.6% ... Training loss: 0.664 ... Validation loss: 1.139[-0.06440302]
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features yr holiday temp hum windspeed season_1 season_2 \
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9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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15441 0
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Progress: 0.6% ... Training loss: 0.661 ... Validation loss: 1.090[ 0.30258624]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15437 1 0 0.327244 -0.555792 0.886073 0 0
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15441 1 0 0.534976 -1.177780 -0.211685 0 0
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15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
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15455 1 0 -0.503683 -0.659457 0.519881 0 0
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15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
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15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
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16860 0
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16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -2.72153679e-01 -1.26865191e-01 4.14305619e-02 -8.75473006e-02
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[ -9.94967121e-03 -2.88885011e-02 -8.99051504e-03 -1.45265608e-01
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[ -4.81188827e-02 -9.03351077e-02 -1.42259547e-01 1.43986974e-01
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[ 5.48924676e-02 -6.69675651e-02 -5.75859822e-02 -1.20800886e-01
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2.68325474e-01 -3.86357077e-02]
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[ -2.29514310e-01 -2.38788548e-01 -1.18619620e-01 3.45023717e-02
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[ 3.82939019e-02 1.37975472e-02 -2.13380832e-01 9.93342268e-02
1.56141590e-01 -6.23265798e-02 1.69946508e-01 2.40419500e-02
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[ 2.25578566e-02 1.68441929e-01 1.51087592e-01 -4.01802271e-02
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[ 1.34557574e-01 2.57765845e-02 -1.70987745e-02 -8.97627619e-02
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2.16268785e-02 4.63950130e-02]
[ -1.41661608e-01 1.68155971e-01 1.19048230e-01 4.43149470e-02
1.48934557e-01 -1.52840710e-01 -1.50850872e-01 -1.39053874e-01
2.57559033e-04 1.42909063e-01]
[ 1.79726086e-01 2.36598389e-01 8.31716767e-02 1.29572368e-01
-7.68176836e-02 -2.52926228e-01 -7.76888839e-02 -9.20392196e-02
-1.13406504e-01 1.54626129e-01]
[ 2.63759852e-02 -1.61306051e-01 8.96936539e-02 1.91556846e-01
-2.77368585e-02 -1.75494984e-02 -1.02339428e-01 4.66613853e-02
1.27496172e-01 -1.69677215e-01]
[ 8.89088387e-02 5.88266312e-02 8.14282600e-02 -4.34968968e-02
-2.28435554e-01 2.33794935e-01 3.51683777e-02 5.83101256e-02
1.41154303e-01 -3.02983168e-01]
[ 2.83997689e-01 -1.02789802e-01 -5.56622061e-02 -2.27881306e-01
2.78059186e-01 -6.17461778e-02 -5.26733706e-02 1.43544564e-01
1.29829245e-01 -2.09488566e-01]
[ -1.61716084e-01 -7.11590877e-02 -3.59525582e-02 3.11920672e-02
2.24330977e-01 -1.43177962e-01 -1.13433527e-01 1.10377148e-01
3.38786946e-01 -1.83380173e-01]
[ 2.64727580e-01 2.49693494e-02 -1.39390579e-01 1.91293359e-01
1.37045114e-01 -1.36508664e-01 -8.42847633e-02 -1.11229535e-01
2.36303230e-02 -4.94761618e-02]
[ -2.76821305e-01 -1.67851524e-01 2.62255172e-01 3.27896355e-03
-1.10458556e-01 8.97693922e-02 1.28745344e-01 1.69481247e-01
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[ 1.08954762e-01 -2.27209649e-03 2.52785716e-01 -2.33347497e-01
2.24090068e-02 8.48777643e-02 9.89944541e-02 1.75584431e-01
9.22876939e-02 -1.06365001e-01]
[ 1.25906909e-01 7.97158909e-02 -8.82094873e-02 -1.15333920e-01
-1.66071217e-01 1.95043120e-01 6.23008691e-02 -1.86641878e-01
-1.09342801e-01 1.51740657e-04]
[ -1.95290607e-01 9.99334611e-02 -1.71376663e-01 -9.08135650e-02
-2.39806477e-01 5.47753691e-02 1.56589222e-01 1.17845364e-01
2.90566609e-02 1.58611946e-02]
[ 2.20321440e-02 7.69788691e-02 2.51569098e-03 5.37447411e-02
-4.26851238e-02 1.57396685e-01 -2.95685015e-01 -4.99225486e-02
-3.63994829e-02 -1.66173089e-01]
[ 1.97670973e-02 5.25747998e-03 2.01015615e-01 -1.49043203e-01
-5.31709543e-02 -1.94005144e-01 1.39611654e-01 -1.99717341e-01
1.70311046e-02 1.54098440e-01]
[ 1.00376242e-02 2.30454271e-01 4.00534290e-01 1.93226515e-01
1.36717594e-01 2.50180316e-02 1.00609153e-01 -6.94724168e-02
1.48875773e-01 -4.84769047e-02]
[ 4.36972063e-02 3.95441168e-02 1.83666995e-02 9.54854750e-02
-1.03549166e-01 -1.04107650e-01 1.04526654e-01 -1.61746515e-01
5.26684442e-02 1.25446392e-01]
[ -6.95194424e-02 1.93661910e-01 2.86615285e-01 -1.25562250e-01
-2.43618824e-03 -3.91137020e-02 -2.73995636e-02 1.04385235e-01
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[ -9.24801901e-02 -4.33699188e-04 2.00217880e-01 -3.56429605e-02
-8.82657424e-02 -1.22594700e-01 -1.62227206e-01 -1.40726935e-01
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[ 9.81292544e-02 -2.84884753e-01 7.67040632e-02 8.19245631e-02
5.20341060e-02 1.52996186e-01 1.90252048e-01 2.35339679e-02
-1.09159509e-01 1.82998208e-01]]
final_inputs_run [[-0.03297284]
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...,
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final_outputs_run [[-0.03297284]
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...,
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.102[-0.50414762]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
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16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
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16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
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16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
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16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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15464 0 0 0 0 1 0
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Progress: 0.6% ... Training loss: 0.657 ... Validation loss: 1.103[-0.52748502]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.135[ 0.6171479]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.6% ... Training loss: 0.658 ... Validation loss: 1.141[-0.29396088]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15439 0
15440 0
15441 0
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15443 0
15444 0
15445 0
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15460 0
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... ...
16845 0
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[1440 rows x 56 columns]
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[ -2.33998556e-01 -2.42217796e-01 -1.15159308e-01 3.06451680e-02
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[ 3.87970795e-02 1.42114040e-02 -2.13790564e-01 9.97722111e-02
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[ 2.31660019e-02 1.68974431e-01 1.50580693e-01 -3.96104258e-02
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[ 1.33999487e-01 2.53458662e-02 -1.65147294e-02 -9.03244122e-02
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[ -1.42277250e-01 1.67647962e-01 1.19598849e-01 4.37167775e-02
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[ 1.78441838e-01 2.35700740e-01 8.41975247e-02 1.28517027e-01
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[ 2.60289064e-02 -1.61525662e-01 8.99215024e-02 1.91335774e-01
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[ 8.79058745e-02 5.80398407e-02 8.22654536e-02 -4.44024063e-02
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[ 2.80389127e-01 -1.05398773e-01 -5.27400145e-02 -2.30675266e-01
2.84692911e-01 -6.35367588e-02 -5.46543941e-02 1.45455326e-01
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[ -1.64798391e-01 -7.38059899e-02 -3.32155863e-02 2.82225365e-02
2.31048184e-01 -1.44869110e-01 -1.15466833e-01 1.12222706e-01
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[ 2.63538978e-01 2.41015643e-02 -1.38487558e-01 1.90301809e-01
1.39259568e-01 -1.37045269e-01 -8.49164566e-02 -1.10624598e-01
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[ -2.76810019e-01 -1.67877010e-01 2.62271222e-01 3.26116916e-03
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9.22634834e-02 -1.06207553e-01]
[ 1.26446295e-01 8.01187352e-02 -8.86433500e-02 -1.14893607e-01
-1.67290946e-01 1.95309377e-01 6.25919931e-02 -1.86920164e-01
-1.09397798e-01 6.77593502e-04]
[ -1.93333468e-01 1.01487514e-01 -1.73041862e-01 -8.91241500e-02
-2.44522333e-01 5.57680200e-02 1.57689847e-01 1.16789391e-01
2.88400122e-02 1.79213879e-02]
[ 2.35566027e-02 7.79936069e-02 1.45454798e-03 5.49686863e-02
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[ 1.83376284e-02 4.06849986e-03 2.02235676e-01 -1.50381610e-01
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1.71988780e-02 1.52634338e-01]
[ 9.43433939e-03 2.29972463e-01 4.01019311e-01 1.92674408e-01
1.37597906e-01 2.47421554e-02 1.00236470e-01 -6.92036830e-02
1.48892236e-01 -4.90217362e-02]
[ 4.31376658e-02 3.91404511e-02 1.87954914e-02 9.51130239e-02
-1.02805930e-01 -1.04413077e-01 1.04191437e-01 -1.61464835e-01
5.27238505e-02 1.24982355e-01]
[ -6.80769298e-02 1.94795872e-01 2.85537077e-01 -1.24407767e-01
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[ -9.31766076e-02 -1.02986575e-03 2.00833894e-01 -3.62838358e-02
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[ 9.78868299e-02 -2.84965179e-01 7.69646552e-02 8.16930119e-02
5.15676809e-02 1.52861113e-01 1.90019879e-01 2.36988270e-02
-1.09117396e-01 1.82710735e-01]]
final_inputs_run [[-0.00644924]
[ 0.19158548]
[ 0.38098461]
...,
[ 0.10542396]
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final_outputs_run [[-0.00644924]
[ 0.19158548]
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...,
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Progress: 0.7% ... Training loss: 0.654 ... Validation loss: 1.082[-1.05775138]
[-0.68417662]
[ 1.61874716]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
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Progress: 0.7% ... Training loss: 0.653 ... Validation loss: 1.121[-0.20537252]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.7% ... Training loss: 0.653 ... Validation loss: 1.124[-0.45163284]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15449 0
15450 0
15451 0
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15454 0
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15456 0
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15458 0
15459 0
15460 0
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... ...
16845 0
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16852 0
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16855 0
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16866 0
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16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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final_inputs_run [[-0.06409974]
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final_outputs_run [[-0.06409974]
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Progress: 0.7% ... Training loss: 0.652 ... Validation loss: 1.120[-0.5025286]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.81729615e-01 -1.34225231e-01 4.94590351e-02 -9.57489054e-02
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final_outputs_run [[-0.93269122]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
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15437 1 0 0.327244 -0.555792 0.886073 0 0
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15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
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15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
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15457 0 1 1 ... 0 0 0
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15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
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15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
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15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
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16855 0
16856 0
16857 0
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16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -2.81729615e-01 -1.34225231e-01 4.94590351e-02 -9.57489054e-02
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[ -1.42004157e-01 1.67793670e-01 1.19483751e-01 4.38652516e-02
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[ 1.77737044e-01 2.35256244e-01 8.48129331e-02 1.27906821e-01
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[ -1.67896468e-01 -7.61976490e-02 -3.06063038e-02 2.55257599e-02
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[ -1.91926608e-01 1.02549766e-01 -1.74185256e-01 -8.79234648e-02
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[ 7.96375537e-03 2.28850492e-01 4.02309665e-01 1.91399974e-01
1.39495524e-01 2.39673911e-02 9.93557399e-02 -6.83566476e-02
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[ -6.76316370e-02 1.95123105e-01 2.85182606e-01 -1.23985048e-01
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[ -9.34548984e-02 -1.24557802e-03 2.01105997e-01 -3.64559134e-02
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[ 9.79949236e-02 -2.84833043e-01 7.68816013e-02 8.17722481e-02
5.02733122e-02 1.52886732e-01 1.89913298e-01 2.37018525e-02
-1.09132490e-01 1.82748278e-01]]
final_inputs_run [[-0.00065361]
[ 0.19706797]
[ 0.3855571 ]
...,
[ 0.1115751 ]
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final_outputs_run [[-0.00065361]
[ 0.19706797]
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...,
[ 0.1115751 ]
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Progress: 0.7% ... Training loss: 0.650 ... Validation loss: 1.078[-0.11621392]
[ 2.45818136]
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[ 0.59282933]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
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Progress: 0.7% ... Training loss: 0.648 ... Validation loss: 1.061[-0.34326736]
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features yr holiday temp hum windspeed season_1 season_2 \
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.7% ... Training loss: 0.646 ... Validation loss: 1.103[ 0.35937227]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
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5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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[1440 rows x 56 columns]
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final_inputs_run [[-0.02647696]
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final_outputs_run [[-0.02647696]
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Progress: 0.7% ... Training loss: 0.644 ... Validation loss: 1.093[ 1.71335877]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -2.88137036e-01 -1.39186516e-01 5.49855648e-02 -1.01104697e-01
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final_inputs_run [[-1.00628177]
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...,
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final_outputs_run [[-1.00628177]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
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Progress: 0.7% ... Training loss: 0.642 ... Validation loss: 1.088[ 0.16223089]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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Progress: 0.7% ... Training loss: 0.642 ... Validation loss: 1.043[ 0.01227945]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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final_inputs_run [[ 0.04710527]
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final_outputs_run [[ 0.04710527]
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Progress: 0.8% ... Training loss: 0.640 ... Validation loss: 1.044[-0.47328737]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15437 1 0 0.327244 -0.555792 0.886073 0 0
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15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
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15459 0
15460 0
15461 0
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15464 0
... ...
16845 0
16846 0
16847 0
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16850 0
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16852 0
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16865 0
16866 0
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16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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[ -1.12796236e-02 -2.98426522e-02 -7.97132924e-03 -1.46438202e-01
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[ 8.78733791e-02 -1.46434327e-02 -1.73728119e-01 -2.36604828e-01
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2.43977535e-01 6.19802377e-02]
[ -4.07594030e-02 -8.47193107e-02 -1.48418895e-01 1.50349278e-01
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[ 1.51213380e-01 1.74497207e-01 -5.69454797e-02 2.19158929e-01
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[ -2.25074613e-01 3.17631036e-02 -1.56946496e-01 8.75928971e-02
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[ 6.39557505e-02 -6.02277400e-02 -6.48991374e-02 -1.13195840e-01
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2.67833278e-01 -3.43603112e-02]
[ -1.27803654e-01 -1.83024143e-01 -3.84523191e-02 -1.90753573e-01
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[ 4.02853293e-02 1.53740047e-02 -2.15091849e-01 1.01044312e-01
1.51709758e-01 -6.13210342e-02 1.71060807e-01 2.29758738e-02
-1.31061197e-02 -1.72050886e-01]
[ 2.23007216e-02 1.68228718e-01 1.51594351e-01 -4.05122365e-02
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-1.53530674e-01 -3.98984725e-02]
[ 1.32669264e-01 2.43192848e-02 -1.52621404e-02 -9.14921376e-02
-1.22868465e-01 6.37965259e-02 -9.70327373e-02 5.76498873e-02
2.18625964e-02 4.44066033e-02]
[ -1.42007648e-01 1.67704855e-01 1.19754913e-01 4.37067481e-02
1.49876861e-01 -1.53205427e-01 -1.51225601e-01 -1.38682348e-01
3.45767318e-04 1.42305868e-01]
[ 1.76756168e-01 2.34665811e-01 8.55737836e-02 1.27205775e-01
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-1.13094555e-01 1.51848823e-01]
[ 2.55844672e-02 -1.61810893e-01 9.04198448e-02 1.90923863e-01
-2.62502675e-02 -1.79422885e-02 -1.02725056e-01 4.70595654e-02
1.27572620e-01 -1.70391200e-01]
[ 8.38749507e-02 5.48347093e-02 8.58117637e-02 -4.79310812e-02
-2.16077021e-01 2.30983946e-01 3.21171279e-02 6.12593193e-02
1.41830579e-01 -3.07877136e-01]
[ 2.70897305e-01 -1.12386819e-01 -4.51782120e-02 -2.37624686e-01
2.99002898e-01 -6.81870630e-02 -6.00403805e-02 1.50569813e-01
1.31492261e-01 -2.21656094e-01]
[ -1.74064896e-01 -8.11299775e-02 -2.51325814e-02 2.01728561e-02
2.49076973e-01 -1.49807877e-01 -1.21130138e-01 1.17555605e-01
3.40336722e-01 -1.96208400e-01]
[ 2.55876435e-01 1.84530201e-02 -1.32363738e-01 1.83953986e-01
1.54107416e-01 -1.40744403e-01 -8.91381273e-02 -1.06513713e-01
2.47104577e-02 -5.80255674e-02]
[ -2.77236538e-01 -1.68306040e-01 2.62691035e-01 2.82347764e-03
-1.09398107e-01 8.94686420e-02 1.28417048e-01 1.69761360e-01
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[ 1.10827048e-01 -8.67136831e-04 2.51411144e-01 -2.31966554e-01
1.81049842e-02 8.58157869e-02 1.00007323e-01 1.74583102e-01
9.20425558e-02 -1.04548108e-01]
[ 1.27837983e-01 8.12288297e-02 -8.97743433e-02 -1.13754451e-01
-1.70744376e-01 1.96030463e-01 6.33862160e-02 -1.87697243e-01
-1.09570014e-01 2.12594816e-03]
[ -1.89438836e-01 1.04462189e-01 -1.76319785e-01 -8.58024377e-02
-2.54297336e-01 5.77797757e-02 1.59813758e-01 1.14666679e-01
2.83384182e-02 2.19637181e-02]
[ 2.58204931e-02 7.94444646e-02 -9.32844953e-05 5.66873845e-02
-5.35050867e-02 1.59062772e-01 -2.94053723e-01 -5.14841422e-02
-3.67036277e-02 -1.62456762e-01]
[ 1.98558609e-02 5.26275735e-03 2.01170419e-01 -1.49239860e-01
-5.62785718e-02 -1.94131779e-01 1.39357055e-01 -1.99702213e-01
1.70139008e-02 1.54329580e-01]
[ 7.18592031e-03 2.28039567e-01 4.03120612e-01 1.90683538e-01
1.37335301e-01 2.34572266e-02 9.86173673e-02 -6.78154162e-02
1.49244886e-01 -5.08878641e-02]
[ 4.21772529e-02 3.86279154e-02 1.93705182e-02 9.45127438e-02
-1.02292220e-01 -1.04842251e-01 1.03688283e-01 -1.61111414e-01
5.27421687e-02 1.24407038e-01]
[ -6.43861988e-02 1.97537157e-01 2.82662486e-01 -1.21172983e-01
-1.71931923e-02 -3.66911409e-02 -2.48415627e-02 1.01730225e-01
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[ -9.40113151e-02 -1.84666339e-03 2.01753001e-01 -3.71706001e-02
-8.64211359e-02 -1.23478831e-01 -1.63409658e-01 -1.39642618e-01
-2.17814039e-01 1.37228447e-02]
[ 9.52669215e-02 -2.86961187e-01 7.96277264e-02 7.92627265e-02
5.48814063e-02 1.51266389e-01 1.88127289e-01 2.54294992e-02
-1.08672932e-01 1.79550101e-01]]
final_inputs_run [[ 0.03440025]
[ 0.2396721 ]
[ 0.43555237]
...,
[ 0.14419663]
[-0.07395913]
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final_outputs_run [[ 0.03440025]
[ 0.2396721 ]
[ 0.43555237]
...,
[ 0.14419663]
[-0.07395913]
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Progress: 0.8% ... Training loss: 0.637 ... Validation loss: 1.048[-0.76011828]
[-0.03777416]
[-0.24098243]
[-1.16870217]
[-0.87442404]
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[ 0.80036467]
[ 0.04516893]
[ 0.58295485]
[ 0.13629478]
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[ 2.17675268]
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[ 2.90773947]
[ 1.50813313]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.8% ... Training loss: 0.636 ... Validation loss: 1.094[-0.37654454]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.8% ... Training loss: 0.635 ... Validation loss: 1.092[ 0.95695493]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[-0.01887743]
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final_outputs_run [[-0.01887743]
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Progress: 0.8% ... Training loss: 0.632 ... Validation loss: 1.069[-0.28827203]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
0 1
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ 1.32027850e-01 2.38542239e-02 -1.47524668e-02 -9.19982887e-02
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[ -1.42322033e-01 1.67392360e-01 1.20167065e-01 4.33560080e-02
1.50516079e-01 -1.53400537e-01 -1.51471294e-01 -1.38445100e-01
4.07486350e-04 1.41885462e-01]
[ 1.76131923e-01 2.34314721e-01 8.60701684e-02 1.26795457e-01
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[ 2.58990162e-02 -1.61605269e-01 9.02318702e-02 1.91140525e-01
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[ 8.12960803e-02 5.27910154e-02 8.79513493e-02 -5.00925308e-02
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[ 2.67476579e-01 -1.14928691e-01 -4.23885017e-02 -2.40157281e-01
3.05076339e-01 -6.98831103e-02 -6.20560074e-02 1.52402137e-01
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[ -1.77490019e-01 -8.39676951e-02 -2.21796684e-02 1.72260236e-02
2.55961821e-01 -1.51623810e-01 -1.23198392e-01 1.19531271e-01
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[ 2.53819049e-01 1.69350440e-02 -1.30752458e-01 1.82334388e-01
1.57862383e-01 -1.41678080e-01 -9.02497332e-02 -1.05453293e-01
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[ -2.77426556e-01 -1.68466580e-01 2.62922761e-01 2.59263063e-03
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[ 1.11429400e-01 -3.83731265e-04 2.50962180e-01 -2.31447556e-01
1.63999049e-02 8.61237329e-02 1.00346566e-01 1.74259687e-01
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[ 1.28400110e-01 8.16552506e-02 -9.02265250e-02 -1.13305543e-01
-1.72122143e-01 1.96309109e-01 6.36757676e-02 -1.87983887e-01
-1.09635410e-01 2.69721142e-03]
[ -1.88547508e-01 1.05162398e-01 -1.77103990e-01 -8.50388115e-02
-2.56553286e-01 5.82544361e-02 1.60334510e-01 1.14161385e-01
2.82200875e-02 2.29396165e-02]
[ 2.46694797e-02 7.86777879e-02 7.43126654e-04 5.59193548e-02
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[ 1.93850022e-02 4.83236339e-03 2.01586213e-01 -1.49548205e-01
-5.64685339e-02 -1.94402755e-01 1.38961238e-01 -1.99395727e-01
1.70560725e-02 1.53777659e-01]
[ 9.52353591e-03 2.29741171e-01 4.01489957e-01 1.92553877e-01
1.31607714e-01 2.45679215e-02 9.98177058e-02 -6.89610970e-02
1.48998649e-01 -4.84897211e-02]
[ 4.22684797e-02 3.87308326e-02 1.93410276e-02 9.45907172e-02
-1.03878164e-01 -1.04899656e-01 1.03643068e-01 -1.61168092e-01
5.27135730e-02 1.24584873e-01]
[ -6.23942934e-02 1.99160596e-01 2.81197659e-01 -1.19508075e-01
-2.26725390e-02 -3.56478975e-02 -2.37303081e-02 1.00660108e-01
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[ -9.43911961e-02 -2.22290619e-03 2.02334832e-01 -3.75468536e-02
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[ 9.46127626e-02 -2.87545092e-01 8.03272982e-02 7.86123588e-02
5.50180766e-02 1.50872280e-01 1.87572497e-01 2.58910193e-02
-1.08583599e-01 1.78702958e-01]]
final_inputs_run [[ 0.00753275]
[ 0.21947073]
[ 0.4205577 ]
...,
[ 0.11654625]
[-0.11347221]
[-0.16867445]]
final_outputs_run [[ 0.00753275]
[ 0.21947073]
[ 0.4205577 ]
...,
[ 0.11654625]
[-0.11347221]
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Progress: 0.8% ... Training loss: 0.630 ... Validation loss: 1.053[ 0.08410334]
[-0.68886753]
[ 0.24480953]
[-0.16053762]
[-0.00818764]
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[ 0.38088723]
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[ 0.22952225]
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[ 0.16836101]
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[ 0.91908219]
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[ 1.8792823]
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[ 1.24333312]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
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Progress: 0.8% ... Training loss: 0.636 ... Validation loss: 1.114[-0.65121599]
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... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15439 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15450 0
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15460 0
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... ...
16845 0
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Progress: 0.8% ... Training loss: 0.629 ... Validation loss: 1.073[-0.06209375]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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final_inputs_run [[ 9.48867019e-05]
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final_outputs_run [[ 9.48867019e-05]
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Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.054[-0.29240592]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.02621665e-01 -1.51321604e-01 6.86476767e-02 -1.14005243e-01
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final_inputs_run [[-1.03584978]
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...,
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final_outputs_run [[-1.03584978]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
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final_inputs_run [[ 0.04308481]
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Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.029[-0.29119228]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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Progress: 0.8% ... Training loss: 0.626 ... Validation loss: 1.081[ 0.26829516]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
15435 0
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15441 0
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Progress: 0.9% ... Training loss: 0.628 ... Validation loss: 1.093[ 0.62544372]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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-1.40637821e-01 -3.06752419e-02]
[ -2.16222439e-02 3.00630530e-01 -1.25110009e-01 4.59845976e-02
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[ 5.22449869e-02 4.55016329e-02 -2.74802852e-01 -2.12817905e-01
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[ 1.15848120e-01 1.96842886e-01 2.60070309e-02 -5.09718625e-02
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-8.70045550e-02 1.63338031e-01]
[ -1.18460789e-02 -3.02707139e-02 -7.58244704e-03 -1.46939766e-01
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[ 9.22908379e-02 -1.12722863e-02 -1.77173009e-01 -2.33162459e-01
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[ -3.40417957e-02 -7.96363048e-02 -1.53812114e-01 1.55925270e-01
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[ 1.57422546e-01 1.79223235e-01 -6.19117770e-02 2.24325808e-01
-1.37016093e-01 -4.61010929e-02 -5.73639629e-02 1.52231161e-01
1.07656444e-01 3.03007142e-01]
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[ 7.32134981e-02 -5.31493042e-02 -7.21829436e-02 -1.05509644e-01
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3.62361443e-02 6.76121740e-02 3.86215904e-02 1.56578965e-01
2.67449088e-01 -3.12416829e-02]
[ -1.29833821e-01 -1.84545413e-01 -3.68903191e-02 -1.92363441e-01
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-6.21906213e-02 -6.93311673e-02]
[ -2.51621284e-01 -2.56009990e-01 -1.00551587e-01 1.54292447e-02
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[ 2.02715055e-01 2.40635210e-01 -1.04754212e-03 -2.50843764e-02
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[ 4.09974846e-02 1.59725326e-02 -2.15730328e-01 1.01607959e-01
1.50157475e-01 -6.10311466e-02 1.71472047e-01 2.25637311e-02
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[ 2.34961424e-02 1.69504259e-01 1.50698270e-01 -3.94189365e-02
-2.29156491e-01 -1.72914608e-02 -1.68438467e-02 7.60085509e-02
-1.53739318e-01 -3.84236261e-02]
[ 1.30540937e-01 2.27171930e-02 -1.34956971e-02 -9.31846837e-02
-1.18420775e-01 6.26770279e-02 -9.82369278e-02 5.87241749e-02
2.21032358e-02 4.22405017e-02]
[ -1.43179166e-01 1.66673140e-01 1.20959759e-01 4.26392953e-02
1.51925418e-01 -1.53890658e-01 -1.51986467e-01 -1.38005830e-01
4.94311129e-04 1.40977376e-01]
[ 1.73948699e-01 2.32705777e-01 8.77660181e-02 1.25121820e-01
-6.45449776e-02 -2.55695054e-01 -8.06557385e-02 -8.92646989e-02
-1.12812615e-01 1.49265293e-01]
[ 2.51599849e-02 -1.62119773e-01 9.09168203e-02 1.90403908e-01
-2.51482954e-02 -1.82394280e-02 -1.03034746e-01 4.73080991e-02
1.27624743e-01 -1.70974656e-01]
[ 7.91089378e-02 5.10211190e-02 8.98713343e-02 -5.19488566e-02
-2.05533265e-01 2.28383756e-01 2.92867677e-02 6.39417081e-02
1.42453144e-01 -3.12621722e-01]
[ 2.63297464e-01 -1.18077859e-01 -3.90126689e-02 -2.43296444e-01
3.11697122e-01 -7.20648213e-02 -6.46023382e-02 1.54613773e-01
1.32421816e-01 -2.29096502e-01]
[ -1.82925187e-01 -8.87483487e-02 -1.73166958e-02 1.21842847e-02
2.67475122e-01 -1.54697289e-01 -1.26706524e-01 1.22753364e-01
3.41548231e-01 -2.06008228e-01]
[ 2.48463903e-01 1.27574578e-02 -1.26544245e-01 1.77917177e-01
1.69369405e-01 -1.44296028e-01 -9.32358093e-02 -1.02632099e-01
2.56199422e-02 -6.54973366e-02]
[ -2.78170109e-01 -1.69123990e-01 2.63597946e-01 1.85895473e-03
-1.07071210e-01 8.89058427e-02 1.27807950e-01 1.70346696e-01
-1.37030141e-02 -7.98868192e-02]
[ 1.12689130e-01 5.79483086e-04 2.50061779e-01 -2.30488790e-01
1.30898816e-02 8.67496210e-02 1.01001100e-01 1.73617018e-01
9.18132810e-02 -1.02607250e-01]
[ 1.29325272e-01 8.23836471e-02 -9.09483216e-02 -1.12586714e-01
-1.74497300e-01 1.96761512e-01 6.41509203e-02 -1.88453339e-01
-1.09747799e-01 3.68226138e-03]
[ -1.87108769e-01 1.06366431e-01 -1.78332846e-01 -8.37932312e-02
-2.60257593e-01 5.90163971e-02 1.61142739e-01 1.13366258e-01
2.80257626e-02 2.45458969e-02]
[ 2.35240662e-02 7.75812819e-02 1.82851179e-03 5.49525402e-02
-5.13138796e-02 1.57771207e-01 -2.95652014e-01 -5.02810072e-02
-3.64838784e-02 -1.64521553e-01]
[ 1.90768840e-02 4.70361127e-03 2.01815120e-01 -1.49640020e-01
-5.72490429e-02 -1.94541361e-01 1.38780265e-01 -1.99263641e-01
1.71009999e-02 1.53641601e-01]
[ 1.02695697e-02 2.29997374e-01 4.01266759e-01 1.92830408e-01
1.28331563e-01 2.47820273e-02 9.99480979e-02 -6.92239857e-02
1.48896956e-01 -4.78479522e-02]
[ 3.97859102e-02 3.68244481e-02 2.15337259e-02 9.24528485e-02
-9.96181767e-02 -1.06357479e-01 1.02042397e-01 -1.59810723e-01
5.30285776e-02 1.21930503e-01]
[ -6.08921658e-02 2.00413809e-01 2.80004991e-01 -1.18226479e-01
-2.70519934e-02 -3.48506286e-02 -2.29552596e-02 9.98632148e-02
-2.43528376e-01 5.29357141e-03]
[ -9.43120982e-02 -2.18562941e-03 2.02534730e-01 -3.75814422e-02
-8.76392518e-02 -1.23736745e-01 -1.63986170e-01 -1.39131184e-01
-2.17699738e-01 1.33479326e-02]
[ 9.63484350e-02 -2.86287587e-01 7.90765666e-02 7.98413240e-02
4.99742359e-02 1.51581917e-01 1.88136694e-01 2.51713775e-02
-1.08775254e-01 1.80349649e-01]]
final_inputs_run [[ 0.04511203]
[ 0.25553843]
[ 0.45998664]
...,
[ 0.14725557]
[-0.09667374]
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final_outputs_run [[ 0.04511203]
[ 0.25553843]
[ 0.45998664]
...,
[ 0.14725557]
[-0.09667374]
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Progress: 0.9% ... Training loss: 0.622 ... Validation loss: 1.025[ 0.28147669]
[-0.51761658]
[ 0.21224946]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
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15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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final_inputs_run [[ 0.08506211]
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final_outputs_run [[ 0.08506211]
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Progress: 0.9% ... Training loss: 0.624 ... Validation loss: 1.007[-0.65848469]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
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Progress: 0.9% ... Training loss: 0.620 ... Validation loss: 1.019[ 0.04444295]
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features yr holiday temp hum windspeed season_1 season_2 \
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.00407984]
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final_outputs_run [[ 0.00407984]
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Progress: 0.9% ... Training loss: 0.619 ... Validation loss: 1.053[-0.15661582]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15439 0
15440 0
15441 0
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15444 0
15445 0
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15460 0
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... ...
16845 0
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16871 0
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[1440 rows x 56 columns]
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[ 4.16084264e-02 1.65228431e-02 -2.16300503e-01 1.02141671e-01
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[ 2.38321075e-02 1.69816358e-01 1.50501385e-01 -3.92033739e-02
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[ 1.30194753e-01 2.24816534e-02 -1.32307692e-02 -9.34581963e-02
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2.21541998e-02 4.19105485e-02]
[ -1.43585819e-01 1.66287657e-01 1.21447923e-01 4.21944363e-02
1.52997498e-01 -1.54159758e-01 -1.52230551e-01 -1.37736310e-01
5.70391473e-04 1.40425939e-01]
[ 1.74098272e-01 2.32723705e-01 8.78412264e-02 1.25096381e-01
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[ 2.57537027e-02 -1.61628862e-01 9.04969400e-02 1.90904601e-01
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1.27514014e-01 -1.70335233e-01]
[ 7.71165275e-02 4.94862768e-02 9.15688804e-02 -5.35445229e-02
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1.42776303e-01 -3.14484942e-01]
[ 2.59652876e-01 -1.20829705e-01 -3.60200461e-02 -2.45961224e-01
3.18199065e-01 -7.37850884e-02 -6.65707673e-02 1.56525054e-01
1.32983485e-01 -2.32744587e-01]
[ -1.85292995e-01 -9.07912714e-02 -1.52026506e-02 1.01255919e-02
2.73121229e-01 -1.55985341e-01 -1.28111835e-01 1.24213084e-01
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[ 2.44898504e-01 9.99572581e-03 -1.23552466e-01 1.75008552e-01
1.76772174e-01 -1.45981245e-01 -9.51165617e-02 -1.00702059e-01
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[ -2.78706580e-01 -1.69550745e-01 2.64094480e-01 1.39078350e-03
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1.19454490e-02 8.70108563e-02 1.01301207e-01 1.73333073e-01
9.17190228e-02 -1.02061700e-01]
[ 1.30694922e-01 8.34373052e-02 -9.20443013e-02 -1.11534942e-01
-1.77968017e-01 1.97453511e-01 6.48869753e-02 -1.89207129e-01
-1.09970187e-01 5.12447058e-03]
[ -1.84987926e-01 1.08106658e-01 -1.80133617e-01 -8.20211607e-02
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2.76729527e-02 2.68734117e-02]
[ 2.36409372e-02 7.75764431e-02 1.89217495e-03 5.49467362e-02
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[ 2.03313092e-02 5.78040266e-03 2.00776136e-01 -1.48518462e-01
-6.19960275e-02 -1.93908831e-01 1.39404698e-01 -1.99957468e-01
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[ 1.31968768e-02 2.32320000e-01 3.98898801e-01 1.95280447e-01
1.20462550e-01 2.62366353e-02 1.01492011e-01 -7.08124731e-02
1.48452274e-01 -4.46925441e-02]
[ 3.89101910e-02 3.62219115e-02 2.23208133e-02 9.17927640e-02
-9.78234899e-02 -1.06767732e-01 1.01617331e-01 -1.59386330e-01
5.31520560e-02 1.21116229e-01]
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[ -9.51670036e-02 -2.88700419e-03 2.03415753e-01 -3.84654762e-02
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[ 9.66349931e-02 -2.86314223e-01 7.92109606e-02 7.97310128e-02
4.86219792e-02 1.51520674e-01 1.88042782e-01 2.52265994e-02
-1.08767251e-01 1.80349027e-01]]
final_inputs_run [[-0.00979705]
[ 0.1867647 ]
[ 0.38987338]
...,
[ 0.07934713]
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final_outputs_run [[-0.00979705]
[ 0.1867647 ]
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...,
[ 0.07934713]
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Progress: 0.9% ... Training loss: 0.619 ... Validation loss: 1.061[-0.42696293]
[-0.91906828]
[-0.25223959]
[ 0.87385261]
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[ 0.83381945]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 0.9% ... Training loss: 0.622 ... Validation loss: 1.080[-1.04634305]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 0.9% ... Training loss: 0.618 ... Validation loss: 1.062[-0.07892499]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15438 0
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15441 0
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15444 0
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... ...
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[1440 rows x 56 columns]
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final_inputs_run [[-0.00729665]
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Progress: 0.9% ... Training loss: 0.617 ... Validation loss: 1.062[-0.07693617]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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final_inputs_run [[-1.10655485]
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final_outputs_run [[-1.10655485]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
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15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
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15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
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15443 0
15444 0
15445 0
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15450 0
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15460 0
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... ...
16845 0
16846 0
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16866 0
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16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.11266369e-01 -1.57902764e-01 7.64624627e-02 -1.20685863e-01
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[ -1.26461453e-02 -3.08903063e-02 -7.00219079e-03 -1.47587559e-01
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[ 9.58243146e-02 -8.56255845e-03 -1.79906544e-01 -2.30397007e-01
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2.43026258e-01 7.02247758e-02]
[ -2.86472372e-02 -7.53239432e-02 -1.58160571e-01 1.60454464e-01
-8.60353377e-02 -3.07226912e-02 -1.89361136e-02 1.07710589e-01
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[ 1.61309132e-01 1.82224781e-01 -6.50366836e-02 2.27536545e-01
-1.46735096e-01 -4.41445572e-02 -5.52395741e-02 1.50226877e-01
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[ -2.11075359e-01 4.28443312e-02 -1.68352224e-01 9.95464486e-02
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[ 7.90659143e-02 -4.86130814e-02 -7.67352701e-02 -1.00742000e-01
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3.05665700e-02 6.87572776e-02 3.98423870e-02 1.55445923e-01
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[ 4.23738819e-02 1.72601141e-02 -2.16988773e-01 1.02861910e-01
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[ 2.44126397e-02 1.70437955e-01 1.50171690e-01 -3.87315693e-02
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[ 1.29153844e-01 2.17245123e-02 -1.24074844e-02 -9.43200487e-02
-1.14903094e-01 6.19652739e-02 -9.89868407e-02 5.93986891e-02
2.22820551e-02 4.08135548e-02]
[ -1.43847216e-01 1.66146713e-01 1.21728332e-01 4.19659885e-02
1.53406626e-01 -1.54286554e-01 -1.52289064e-01 -1.37645873e-01
5.95669076e-04 1.40291145e-01]
[ 1.74618478e-01 2.33165535e-01 8.76371491e-02 1.25412009e-01
-6.53645362e-02 -2.55451696e-01 -8.03187197e-02 -8.95099803e-02
-1.12871438e-01 1.49815145e-01]
[ 2.62149279e-02 -1.61150280e-01 9.02279166e-02 1.91350306e-01
-2.75274922e-02 -1.76207440e-02 -1.02313636e-01 4.66443277e-02
1.27435027e-01 -1.69674757e-01]
[ 7.56398070e-02 4.82668086e-02 9.27887305e-02 -5.47398319e-02
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1.42978223e-01 -3.16018995e-01]
[ 2.54834815e-01 -1.24697696e-01 -3.23297876e-02 -2.49555871e-01
3.26841533e-01 -7.62438675e-02 -6.94374327e-02 1.58944445e-01
1.33594502e-01 -2.37586243e-01]
[ -1.87669486e-01 -9.28354107e-02 -1.31504193e-02 8.14237988e-03
2.77665973e-01 -1.57285036e-01 -1.29657429e-01 1.25529414e-01
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[ 2.42242614e-01 7.91425576e-03 -1.21527553e-01 1.72872932e-01
1.82065667e-01 -1.47241605e-01 -9.66407989e-02 -9.93729765e-02
2.65318959e-02 -7.19222762e-02]
[ -2.79837368e-01 -1.70506667e-01 2.64997894e-01 4.23547808e-04
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[ 1.13791485e-01 1.50031405e-03 2.49273043e-01 -2.29662333e-01
1.04467366e-02 8.73395940e-02 1.01659765e-01 1.73024381e-01
9.16402564e-02 -1.01407698e-01]
[ 1.30921187e-01 8.36419074e-02 -9.22383141e-02 -1.11350515e-01
-1.78560981e-01 1.97565497e-01 6.50002476e-02 -1.89320632e-01
-1.09998286e-01 5.34901668e-03]
[ -1.84343452e-01 1.08667395e-01 -1.80677331e-01 -8.14488386e-02
-2.67335916e-01 6.04760152e-02 1.62700232e-01 1.11804989e-01
2.75886445e-02 2.76095358e-02]
[ 2.32050927e-02 7.71508583e-02 2.39345202e-03 5.45248838e-02
-5.13806806e-02 1.57495109e-01 -2.96057369e-01 -4.99157636e-02
-3.63950261e-02 -1.64774424e-01]
[ 1.71469693e-02 3.19712581e-03 2.03380104e-01 -1.50979044e-01
-5.65499301e-02 -1.95587527e-01 1.37470583e-01 -1.98283568e-01
1.73171549e-02 1.51813539e-01]
[ 1.37165183e-02 2.32627664e-01 3.98756398e-01 1.95579202e-01
1.17935649e-01 2.64337231e-02 1.01704747e-01 -7.10021685e-02
1.48412732e-01 -4.40776633e-02]
[ 3.84109811e-02 3.58633552e-02 2.27485623e-02 9.13666625e-02
-9.70079974e-02 -1.07113635e-01 1.01222986e-01 -1.59087122e-01
5.32376183e-02 1.20651465e-01]
[ -5.85939209e-02 2.02550802e-01 2.78542521e-01 -1.16073439e-01
-3.46421638e-02 -3.35601810e-02 -2.15083308e-02 9.84311581e-02
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[ -9.54874236e-02 -2.93902612e-03 2.03603193e-01 -3.84675225e-02
-8.53773125e-02 -1.24183263e-01 -1.64426228e-01 -1.38545690e-01
-2.17548133e-01 1.22087386e-02]
[ 9.76110563e-02 -2.85575403e-01 7.85374878e-02 8.04247756e-02
4.62063626e-02 1.52025312e-01 1.88522715e-01 2.48088182e-02
-1.08874450e-01 1.81404104e-01]]
final_inputs_run [[ 0.03494546]
[ 0.21567768]
[ 0.41558107]
...,
[ 0.11723326]
[-0.13034743]
[-0.16350167]]
final_outputs_run [[ 0.03494546]
[ 0.21567768]
[ 0.41558107]
...,
[ 0.11723326]
[-0.13034743]
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Progress: 0.9% ... Training loss: 0.613 ... Validation loss: 1.036[ 0.26859919]
[-0.05403657]
[ 0.15481161]
[-0.08157178]
[-0.8691356]
[ 0.14682829]
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[ 0.45923365]
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[ 1.75315176]
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[ 1.26638901]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
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Progress: 1.0% ... Training loss: 0.612 ... Validation loss: 1.033[ 0.60863466]
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features yr holiday temp hum windspeed season_1 season_2 \
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_outputs_run [[ 0.0492886 ]
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Progress: 1.0% ... Training loss: 0.610 ... Validation loss: 1.023[-0.59007857]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.0484487 ]
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final_outputs_run [[ 0.0484487 ]
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Progress: 1.0% ... Training loss: 0.609 ... Validation loss: 1.023[ 0.61775393]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15418 1 0 0.119512 0.014364 -0.211685 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.14934548e-01 -1.61153923e-01 7.98116929e-02 -1.23725596e-01
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final_inputs_run [[-1.12789518]
[-1.13520634]
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...,
[-0.35803467]
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final_outputs_run [[-1.12789518]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
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final_inputs_run [[ 0.04725493]
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final_outputs_run [[ 0.04725493]
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Progress: 1.0% ... Training loss: 0.608 ... Validation loss: 1.023[ 0.26097288]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
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Progress: 1.0% ... Training loss: 0.607 ... Validation loss: 1.018[ 1.25633685]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 1.0% ... Training loss: 0.608 ... Validation loss: 0.987[-0.13882881]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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... ...
16845 0
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[1440 rows x 56 columns]
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[ 4.35666122e-02 3.86894189e-02 -2.67418978e-01 -2.18988947e-01
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2.11006628e-01 1.95214058e-01]
[ 1.16711416e-01 1.97479696e-01 2.53234136e-02 -5.02035882e-02
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-8.71233979e-02 1.64211747e-01]
[ -1.29409884e-02 -3.10702601e-02 -6.77472481e-03 -1.47779168e-01
1.99891721e-01 2.63624678e-02 3.16706231e-02 -1.28680409e-01
1.15434912e-01 6.93998209e-02]
[ 9.91084115e-02 -5.91241721e-03 -1.82594144e-01 -2.27744059e-01
-1.83255634e-01 1.47336712e-01 1.51187464e-01 -2.84562897e-02
2.42526485e-01 7.38404308e-02]
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-1.53763010e-01 -4.27775212e-02 -5.37374195e-02 1.48832512e-01
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[ 8.39129049e-02 -4.48439627e-02 -8.05322645e-02 -9.68104155e-02
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2.66783272e-01 -2.60652812e-02]
[ -1.31969527e-01 -1.86301801e-01 -3.51339842e-02 -1.94181720e-01
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-6.18680312e-02 -7.16199994e-02]
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[ 1.99116005e-01 2.37757352e-01 2.07527295e-03 -2.83320866e-02
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[ 4.31202688e-02 1.78822507e-02 -2.17541101e-01 1.03466890e-01
1.46121515e-01 -5.98959067e-02 1.72853662e-01 2.12827866e-02
-1.35733689e-02 -1.69096159e-01]
[ 2.42016861e-02 1.70417453e-01 1.50298533e-01 -3.88478227e-02
-2.30543049e-01 -1.68430029e-02 -1.62452521e-02 7.54593168e-02
-1.53911020e-01 -3.74891611e-02]
[ 1.27951675e-01 2.07567078e-02 -1.13759062e-02 -9.53445429e-02
-1.12123954e-01 6.13480501e-02 -9.96613300e-02 6.00606427e-02
2.24718003e-02 3.94975266e-02]
[ -1.44157102e-01 1.65884072e-01 1.22181627e-01 4.15841562e-02
1.54541311e-01 -1.54461452e-01 -1.52504894e-01 -1.37446092e-01
6.54479379e-04 1.39834826e-01]
[ 1.74591141e-01 2.33270999e-01 8.76805097e-02 1.25440935e-01
-6.54196669e-02 -2.55533475e-01 -8.02561985e-02 -8.95765711e-02
-1.12888916e-01 1.49929516e-01]
[ 2.64624875e-02 -1.60899827e-01 9.01659997e-02 1.91538525e-01
-2.80313281e-02 -1.74717020e-02 -1.02105995e-01 4.64393148e-02
1.27362560e-01 -1.69348667e-01]
[ 7.21877525e-02 4.55402858e-02 9.55284363e-02 -5.74632827e-02
-1.89359615e-01 2.24647805e-01 2.51943290e-02 6.77339830e-02
1.43517747e-01 -3.19499672e-01]
[ 2.46399156e-01 -1.31409103e-01 -2.56752436e-02 -2.55724565e-01
3.42262956e-01 -8.05540790e-02 -7.44808159e-02 1.63542339e-01
1.34944450e-01 -2.46225844e-01]
[ -1.92124630e-01 -9.68488515e-02 -9.12263484e-03 4.04262627e-03
2.87115832e-01 -1.59732543e-01 -1.32630685e-01 1.28201197e-01
3.43060947e-01 -2.16430538e-01]
[ 2.39097524e-01 5.39509528e-03 -1.18956224e-01 1.70184384e-01
1.89041057e-01 -1.48785992e-01 -9.84922731e-02 -9.76444381e-02
2.70203118e-02 -7.53843521e-02]
[ -2.81180408e-01 -1.71719126e-01 2.66167330e-01 -8.41629054e-04
-9.95666489e-02 8.71648186e-02 1.25906589e-01 1.72066230e-01
-1.32250330e-02 -8.33808579e-02]
[ 1.14865183e-01 2.35198300e-03 2.48475125e-01 -2.28857971e-01
7.71847546e-03 8.78722153e-02 1.02248754e-01 1.72445336e-01
9.14671423e-02 -1.00262447e-01]
[ 1.32283314e-01 8.47445980e-02 -9.33555905e-02 -1.10247033e-01
-1.82023992e-01 1.98255869e-01 6.57720526e-02 -1.90045850e-01
-1.10206300e-01 6.84719825e-03]
[ -1.81776865e-01 1.10877429e-01 -1.82934053e-01 -7.92137919e-02
-2.74337584e-01 6.18639155e-02 1.64233235e-01 1.10337895e-01
2.71639654e-02 3.06292587e-02]
[ 2.39758791e-02 7.77411149e-02 1.93793168e-03 5.51427335e-02
-5.37801071e-02 1.57910530e-01 -2.95638522e-01 -5.03076084e-02
-3.65051587e-02 -1.63902036e-01]
[ 1.73944668e-02 3.56173966e-03 2.03199554e-01 -1.50500379e-01
-5.92742073e-02 -1.95487784e-01 1.37510027e-01 -1.98450768e-01
1.72657606e-02 1.52350435e-01]
[ 1.57411398e-02 2.34164753e-01 3.97103816e-01 1.97212331e-01
1.10897765e-01 2.73338288e-02 1.02626450e-01 -7.20141688e-02
1.48146259e-01 -4.18702804e-02]
[ 3.78108254e-02 3.53480916e-02 2.33544801e-02 9.07869479e-02
-9.64808992e-02 -1.07466397e-01 1.00654128e-01 -1.58598258e-01
5.33782245e-02 1.20019588e-01]
[ -5.77350639e-02 2.03163814e-01 2.78052214e-01 -1.15218023e-01
-3.85285409e-02 -3.31835414e-02 -2.11886555e-02 9.79934073e-02
-2.43963295e-01 9.26181592e-03]
[ -9.68843620e-02 -4.29654126e-03 2.04924490e-01 -3.97756207e-02
-8.30473241e-02 -1.24965610e-01 -1.65369155e-01 -1.37686277e-01
-2.17305832e-01 1.06529870e-02]
[ 9.66456547e-02 -2.86454226e-01 7.95999239e-02 7.94473933e-02
4.71056030e-02 1.51384600e-01 1.87633649e-01 2.55683800e-02
-1.08647107e-01 1.80065411e-01]]
final_inputs_run [[ 0.04933361]
[ 0.23465385]
[ 0.43763743]
...,
[ 0.13216881]
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final_outputs_run [[ 0.04933361]
[ 0.23465385]
[ 0.43763743]
...,
[ 0.13216881]
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Progress: 1.0% ... Training loss: 0.605 ... Validation loss: 1.021[ 0.4180023]
[-0.28968162]
[-0.63765943]
[ 0.79392482]
[ 0.80279952]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
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features yr holiday temp hum windspeed season_1 season_2 \
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
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15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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Progress: 1.0% ... Training loss: 0.604 ... Validation loss: 1.024[-0.2039134]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
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Progress: 1.0% ... Training loss: 0.603 ... Validation loss: 0.990[ 0.52949598]
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features yr holiday temp hum windspeed season_1 season_2 \
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9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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final_inputs_run [[ 0.03882704]
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Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.027[ 1.79301385]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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... ...
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[1440 rows x 56 columns]
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[ -1.31286668e-02 -3.12505125e-02 -6.64697981e-03 -1.47949250e-01
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[ -2.20407983e-02 -7.01055189e-02 -1.63496050e-01 1.65954136e-01
-1.02780785e-01 -2.73201278e-02 -1.52101693e-02 1.04220903e-01
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[ 1.67339961e-01 1.86957981e-01 -6.97687000e-02 2.32408223e-01
-1.62295033e-01 -4.11045732e-02 -5.18718872e-02 1.47103327e-01
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[ -2.02299845e-01 5.00331017e-02 -1.75482582e-01 1.07025482e-01
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[ -3.41224840e-02 9.20104091e-02 -9.63863071e-02 3.54620961e-02
2.19282589e-02 7.04844352e-02 4.17207071e-02 1.53724256e-01
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[ -1.33222829e-01 -1.87377719e-01 -3.41164156e-02 -1.95297432e-01
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[ 1.98207768e-01 2.37079166e-01 2.84754611e-03 -2.91342388e-02
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[ 4.27515044e-02 1.76545615e-02 -2.17233198e-01 1.03157983e-01
1.46933487e-01 -6.00846975e-02 1.72666050e-01 2.14658820e-02
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[ 2.41801951e-02 1.70415534e-01 1.50347223e-01 -3.88910122e-02
-2.30497479e-01 -1.68666070e-02 -1.62448428e-02 7.54512168e-02
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[ 1.26614321e-01 1.97938273e-02 -1.03056908e-02 -9.63167265e-02
-1.09339381e-01 6.06728552e-02 -1.00402709e-01 6.07380585e-02
2.26644794e-02 3.81260174e-02]
[ -1.44835198e-01 1.65475965e-01 1.22863217e-01 4.09701455e-02
1.56203616e-01 -1.54831585e-01 -1.52863821e-01 -1.37084345e-01
7.50948001e-04 1.38995801e-01]
[ 1.74275799e-01 2.33014480e-01 8.79948856e-02 1.25144765e-01
-6.45130053e-02 -2.55676320e-01 -8.04650005e-02 -8.93764248e-02
-1.12831644e-01 1.49536820e-01]
[ 2.68369677e-02 -1.60523711e-01 8.98619425e-02 1.91974173e-01
-2.83822932e-02 -1.72336748e-02 -1.01771554e-01 4.61607836e-02
1.27273190e-01 -1.68843031e-01]
[ 6.95103476e-02 4.32902537e-02 9.77171010e-02 -5.97131156e-02
-1.82726604e-01 2.23151934e-01 2.35626278e-02 6.92319923e-02
1.43934579e-01 -3.22380921e-01]
[ 2.44531415e-01 -1.32873584e-01 -2.42223569e-02 -2.57039254e-01
3.46150964e-01 -8.14597740e-02 -7.55677828e-02 1.64488906e-01
1.35212796e-01 -2.48114508e-01]
[ -1.94400937e-01 -9.89240085e-02 -7.08642502e-03 1.91399815e-03
2.92931279e-01 -1.61015174e-01 -1.34180822e-01 1.29581072e-01
3.43442637e-01 -2.19207860e-01]
[ 2.35976065e-01 2.88630900e-03 -1.16476607e-01 1.67614605e-01
1.95745264e-01 -1.50371884e-01 -1.00349710e-01 -9.59646662e-02
2.74823147e-02 -7.87664257e-02]
[ -2.81850392e-01 -1.72353904e-01 2.66771074e-01 -1.49557650e-03
-9.76270332e-02 8.67610512e-02 1.25466437e-01 1.72473016e-01
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[ 1.15770142e-01 3.06939873e-03 2.47834360e-01 -2.28216917e-01
5.50898189e-03 8.83473495e-02 1.02766385e-01 1.71988989e-01
9.13272473e-02 -9.93124107e-02]
[ 1.32771064e-01 8.51304790e-02 -9.37322731e-02 -1.09871563e-01
-1.83339172e-01 1.98501109e-01 6.60470587e-02 -1.90295816e-01
-1.10274177e-01 7.37608254e-03]
[ -1.80639037e-01 1.11865639e-01 -1.83890766e-01 -7.82204409e-02
-2.77380313e-01 6.24940840e-02 1.64913040e-01 1.09696516e-01
2.69855634e-02 3.19795669e-02]
[ 2.57408478e-02 7.92240372e-02 5.84282906e-04 5.65833466e-02
-5.88069646e-02 1.58778435e-01 -2.94687171e-01 -5.12123285e-02
-3.67574128e-02 -1.61944602e-01]
[ 1.70382631e-02 3.14296368e-03 2.03671841e-01 -1.50921711e-01
-5.86245949e-02 -1.95720503e-01 1.37220982e-01 -1.98229128e-01
1.73172990e-02 1.51802748e-01]
[ 1.64425430e-02 2.34670008e-01 3.96747497e-01 1.97652764e-01
1.09187504e-01 2.76331859e-02 1.02964829e-01 -7.23251803e-02
1.48046768e-01 -4.12344890e-02]
[ 3.68273106e-02 3.45474199e-02 2.41846646e-02 8.99786954e-02
-9.45615014e-02 -1.07963148e-01 1.00060543e-01 -1.58067127e-01
5.35150331e-02 1.18985017e-01]
[ -5.79390095e-02 2.03075131e-01 2.78379673e-01 -1.15250458e-01
-3.82837105e-02 -3.31902408e-02 -2.12830836e-02 9.81314120e-02
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[ -9.58172861e-02 -3.42890080e-03 2.04065479e-01 -3.89640450e-02
-8.55438169e-02 -1.24431428e-01 -1.64728849e-01 -1.38282328e-01
-2.17483018e-01 1.18260025e-02]
[ 9.32389758e-02 -2.89235437e-01 8.25166365e-02 7.65597843e-02
5.42874373e-02 1.49491161e-01 1.85432488e-01 2.75338669e-02
-1.08089377e-01 1.76109214e-01]]
final_inputs_run [[ 0.09456392]
[ 0.2713125 ]
[ 0.47230821]
...,
[ 0.17364482]
[-0.08610271]
[-0.11036521]]
final_outputs_run [[ 0.09456392]
[ 0.2713125 ]
[ 0.47230821]
...,
[ 0.17364482]
[-0.08610271]
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Progress: 1.1% ... Training loss: 0.600 ... Validation loss: 0.994[ 0.80588989]
[ 1.78046978]
[ 1.32283924]
[-0.87956469]
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[ 0.25774932]
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[ 0.60843664]
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[ 2.54410855]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.036[ 0.73369598]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 1.1% ... Training loss: 0.603 ... Validation loss: 1.039[ 0.60610353]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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... ...
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final_inputs_run [[ 0.03499032]
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final_outputs_run [[ 0.03499032]
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Progress: 1.1% ... Training loss: 0.602 ... Validation loss: 1.036[ 1.34302079]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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[ -1.26148719e-02 -3.08528858e-02 -7.05133258e-03 -1.47562882e-01
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[ -1.89660958e-02 -6.75210058e-02 -1.65968282e-01 1.68602765e-01
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[ 1.69530693e-01 1.88798912e-01 -7.15278587e-02 2.34278295e-01
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[ -1.99195849e-01 5.25766438e-02 -1.77897000e-01 1.09625850e-01
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[ 8.87357013e-02 -4.09237209e-02 -8.42978842e-02 -9.27724675e-02
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[ -3.35937997e-02 9.24396688e-02 -9.67998375e-02 3.59061887e-02
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[ -1.33192022e-01 -1.87431025e-01 -3.41063026e-02 -1.95343466e-01
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[ 4.32084641e-02 1.80521610e-02 -2.17621210e-01 1.03554945e-01
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[ 2.42355449e-02 1.70563066e-01 1.50314159e-01 -3.88022597e-02
-2.31014951e-01 -1.68219853e-02 -1.61743143e-02 7.53811578e-02
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[ 1.26169374e-01 1.94975108e-02 -9.95122403e-03 -9.66531646e-02
-1.08115754e-01 6.04675884e-02 -1.00600908e-01 6.09085090e-02
2.27055478e-02 3.76785796e-02]
[ -1.44916783e-01 1.65448633e-01 1.22939619e-01 4.09113672e-02
1.56678700e-01 -1.54852338e-01 -1.52877217e-01 -1.37077480e-01
7.52948188e-04 1.38943815e-01]
[ 1.75308981e-01 2.34014416e-01 8.72647445e-02 1.26023097e-01
-6.63389439e-02 -2.55136504e-01 -7.97407845e-02 -9.00110548e-02
-1.13016177e-01 1.50793591e-01]
[ 2.64548830e-02 -1.60758940e-01 9.01453049e-02 1.91691951e-01
-2.73385861e-02 -1.74158450e-02 -1.01930989e-01 4.63179568e-02
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[ 6.85726352e-02 4.24600883e-02 9.84872497e-02 -6.05100133e-02
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[ 2.42853389e-01 -1.34209845e-01 -2.28525041e-02 -2.58293725e-01
3.49190572e-01 -8.23654971e-02 -7.66265553e-02 1.65319367e-01
1.35455333e-01 -2.49894870e-01]
[ -1.97493343e-01 -1.01995618e-01 -4.37202043e-03 -1.12139545e-03
2.99742157e-01 -1.62887473e-01 -1.36489587e-01 1.31492036e-01
3.43935632e-01 -2.23059140e-01]
[ 2.32178893e-01 -2.20162407e-04 -1.13527160e-01 1.64460882e-01
2.03646769e-01 -1.52226725e-01 -1.02608871e-01 -9.39860249e-02
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[ -2.82285494e-01 -1.72679811e-01 2.67125921e-01 -1.84825490e-03
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[ 1.15965540e-01 3.23763701e-03 2.47709221e-01 -2.28092228e-01
4.85327558e-03 8.84532828e-02 1.02892878e-01 1.71888919e-01
9.12946753e-02 -9.90841582e-02]
[ 1.33076309e-01 8.53919063e-02 -9.39744573e-02 -1.09666249e-01
-1.84174069e-01 1.98666349e-01 6.62299828e-02 -1.90471244e-01
-1.10324040e-01 7.72018925e-03]
[ -1.79497640e-01 1.12915386e-01 -1.84934180e-01 -7.71887575e-02
-2.80750292e-01 6.31295893e-02 1.65652990e-01 1.09040538e-01
2.68001948e-02 3.33887805e-02]
[ 2.67441248e-02 8.00694242e-02 -1.97668905e-04 5.74630851e-02
-6.18563670e-02 1.59283312e-01 -2.94154621e-01 -5.17213830e-02
-3.69043112e-02 -1.60640394e-01]
[ 1.63546207e-02 2.62475601e-03 2.04194070e-01 -1.51545993e-01
-5.83363795e-02 -1.96054275e-01 1.36810307e-01 -1.97839752e-01
1.74228039e-02 1.51231314e-01]
[ 1.75794484e-02 2.35419472e-01 3.96058851e-01 1.98400596e-01
1.05949432e-01 2.81452670e-02 1.03478738e-01 -7.27907147e-02
1.47912735e-01 -4.01206024e-02]
[ 3.61464487e-02 3.41010722e-02 2.47864401e-02 8.93472769e-02
-9.31864690e-02 -1.08375453e-01 9.95953517e-02 -1.57764497e-01
5.35823741e-02 1.18310832e-01]
[ -5.64229957e-02 2.04280977e-01 2.77362341e-01 -1.14090859e-01
-4.26286390e-02 -3.25215908e-02 -2.05298659e-02 9.73400344e-02
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[ -9.64867716e-02 -3.95274143e-03 2.04796566e-01 -3.96999593e-02
-8.41940392e-02 -1.24779519e-01 -1.65157964e-01 -1.37891758e-01
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[ 9.37047755e-02 -2.88891274e-01 8.21736422e-02 7.69432003e-02
5.26812969e-02 1.49799650e-01 1.85717597e-01 2.72442754e-02
-1.08160998e-01 1.76644756e-01]]
final_inputs_run [[ 0.08286446]
[ 0.23963247]
[ 0.4350349 ]
...,
[ 0.15038727]
[-0.10722709]
[-0.12877733]]
final_outputs_run [[ 0.08286446]
[ 0.23963247]
[ 0.4350349 ]
...,
[ 0.15038727]
[-0.10722709]
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Progress: 1.1% ... Training loss: 0.597 ... Validation loss: 1.008[-0.2450216]
[-0.19994845]
[-0.53871715]
[-0.76431731]
[-0.53019123]
[-0.49527344]
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[ 0.58970792]
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[ 0.12502792]
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[ 0.35828551]
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[-0.07691488]
[ 0.62017746]
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[-0.39497435]
[-0.06690837]
[-0.3252311]
[-1.26917275]
[ 2.87632792]
[-0.76431731]
[ 0.01412352]
[ 1.15011594]
[ 0.21060195]
[ 0.13839302]
[-0.00440861]
[-0.52621318]
[-0.0144986]
[-0.64095118]
[-0.42228534]
[-0.14775192]
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[ 0.18174741]
[ 0.10711568]
[ 1.23182105]
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[-1.12226748]
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[-1.06928254]
[ 0.8013421]
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[ 1.56530451]
[ 1.29834627]
[ 0.43657502]
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[ 0.03815195]
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[ 0.73218753]
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[ 0.87886033]
[ 0.77506267]
[ 0.28965356]
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[-0.10076601]
[-1.21718428]
[ 2.05246914]
[ 0.01492194]
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[ 0.00289426]
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[ 2.74990303]
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[ 0.99633578]
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[ 0.42778399]
[ 0.75410877]
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[ 2.68231997]
[ 2.21276385]
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[ 2.05246914]
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[ 0.59855321]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
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Progress: 1.1% ... Training loss: 0.596 ... Validation loss: 0.992[-0.39027469]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 1.1% ... Training loss: 0.595 ... Validation loss: 0.999[-0.44931047]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
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5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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final_inputs_run [[ 0.0834349 ]
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final_outputs_run [[ 0.0834349 ]
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Progress: 1.1% ... Training loss: 0.594 ... Validation loss: 1.005[ 0.25211788]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.32756345e-01 -1.77030816e-01 9.61401250e-02 -1.39774124e-01
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3.12109690e-01 -1.66102828e-01 -1.40616878e-01 1.34969037e-01
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9.11456039e-02 -9.80834409e-02]
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1.74460322e-02 1.51117235e-01]
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1.05362360e-01 2.80080527e-02 1.03262020e-01 -7.26822625e-02
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[ -9.51926311e-02 -2.92214989e-03 2.03904928e-01 -3.87642896e-02
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[ 9.43749511e-02 -2.88449519e-01 8.18953249e-02 7.73522568e-02
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final_inputs_run [[-1.10313606]
[-1.11342022]
[-1.16128824]
...,
[-0.28102174]
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final_outputs_run [[-1.10313606]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
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Progress: 1.1% ... Training loss: 0.591 ... Validation loss: 0.971[ 0.42672355]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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Progress: 1.1% ... Training loss: 0.591 ... Validation loss: 0.962[-0.62174353]
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features yr holiday temp hum windspeed season_1 season_2 \
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9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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Progress: 1.2% ... Training loss: 0.588 ... Validation loss: 0.978[-0.46770756]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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15444 0
15445 0
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... ...
16845 0
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16871 0
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[1440 rows x 56 columns]
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[ -1.26301416e-02 -3.08644632e-02 -7.07380260e-03 -1.47585862e-01
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[ 4.42812421e-02 1.90094862e-02 -2.18528645e-01 1.04496178e-01
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[ 2.44886514e-02 1.71065203e-01 1.50071658e-01 -3.84886310e-02
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[ 1.25358794e-01 1.88724984e-02 -9.24554166e-03 -9.74042363e-02
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2.28482549e-02 3.67683429e-02]
[ -1.44972235e-01 1.65558002e-01 1.23037240e-01 4.09892930e-02
1.56115094e-01 -1.54886052e-01 -1.52878573e-01 -1.37070770e-01
7.57817793e-04 1.38974314e-01]
[ 1.75065933e-01 2.33815476e-01 8.75847658e-02 1.25697510e-01
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[ 2.77169826e-02 -1.59584927e-01 8.91663257e-02 1.92814520e-01
-3.02912162e-02 -1.67088986e-02 -1.01009294e-01 4.55060963e-02
1.27048995e-01 -1.67619603e-01]
[ 6.62556300e-02 4.03562240e-02 1.00605625e-01 -6.25288911e-02
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1.44536372e-01 -3.26004191e-01]
[ 2.34928229e-01 -1.40713966e-01 -1.65243186e-02 -2.64250597e-01
3.64039156e-01 -8.64066953e-02 -8.15365181e-02 1.69655415e-01
1.36831542e-01 -2.58370545e-01]
[ -2.03901881e-01 -1.08131784e-01 1.56726907e-03 -7.19111477e-03
3.14471213e-01 -1.66581738e-01 -1.41195648e-01 1.35503228e-01
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[ 2.27849578e-01 -3.78691325e-03 -1.10057856e-01 1.60983416e-01
2.12896164e-01 -1.54329253e-01 -1.05224318e-01 -9.16363544e-02
2.87437008e-02 -8.77154174e-02]
[ -2.83304464e-01 -1.73772661e-01 2.68148868e-01 -2.93357829e-03
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[ 1.17007913e-01 4.13379617e-03 2.46971395e-01 -2.27330024e-01
2.09197033e-03 8.90102706e-02 1.03548435e-01 1.71325412e-01
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[ 1.34023627e-01 8.61696893e-02 -9.47444465e-02 -1.08937075e-01
-1.86686177e-01 1.99141661e-01 6.67759077e-02 -1.90967534e-01
-1.10481093e-01 8.78869388e-03]
[ -1.77251561e-01 1.14849745e-01 -1.86820592e-01 -7.52872550e-02
-2.87071217e-01 6.43246984e-02 1.66986255e-01 1.07786039e-01
2.64063624e-02 3.60577914e-02]
[ 2.53520829e-02 7.87354748e-02 1.23022040e-03 5.62111444e-02
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-3.65849142e-02 -1.62153646e-01]
[ 1.60632585e-02 2.46750071e-03 2.04295447e-01 -1.51723111e-01
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1.74750657e-02 1.51079959e-01]
[ 1.78921594e-02 2.35507394e-01 3.95978342e-01 1.98443347e-01
1.04718496e-01 2.81171350e-02 1.03417641e-01 -7.28827486e-02
1.47885301e-01 -3.98793636e-02]
[ 3.49586150e-02 3.26462320e-02 2.63970720e-02 8.78864111e-02
-9.11468031e-02 -1.09213390e-01 9.84096367e-02 -1.56753041e-01
5.38854226e-02 1.16404157e-01]
[ -5.72641257e-02 2.03520518e-01 2.78016288e-01 -1.14628721e-01
-4.26906145e-02 -3.30277173e-02 -2.11210440e-02 9.78619943e-02
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[ -9.54222120e-02 -3.07197447e-03 2.04236496e-01 -3.88769291e-02
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[ 9.55924111e-02 -2.87435926e-01 8.09329316e-02 7.82916270e-02
4.50248258e-02 1.50577390e-01 1.86373728e-01 2.64646113e-02
-1.08394012e-01 1.78406546e-01]]
final_inputs_run [[ 0.158751 ]
[ 0.31589184]
[ 0.51039324]
...,
[ 0.22167056]
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final_outputs_run [[ 0.158751 ]
[ 0.31589184]
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...,
[ 0.22167056]
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Progress: 1.2% ... Training loss: 0.588 ... Validation loss: 0.963[ 0.89269279]
[-0.50763853]
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[ 1.56869995]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
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15461 0 1 1 ... 0 0 0
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final_inputs_run [[ 0.17242364]
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final_outputs_run [[ 0.17242364]
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Progress: 1.2% ... Training loss: 0.587 ... Validation loss: 0.957[ 0.02863627]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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Progress: 1.2% ... Training loss: 0.592 ... Validation loss: 0.936[ 0.7995312]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
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15450 0
15451 0
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15460 0
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... ...
16845 0
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16869 0
16870 0
16871 0
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16874 0
[1440 rows x 56 columns]
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[ -1.76339471e-01 1.15660751e-01 -1.87664912e-01 -7.44834696e-02
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final_inputs_run [[ 0.19022559]
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final_outputs_run [[ 0.19022559]
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Progress: 1.2% ... Training loss: 0.586 ... Validation loss: 0.943[-0.00704986]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
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15414 1 0 -0.088219 0.325357 0.031898 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
0 1
1 1
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11 1
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... ...
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.3388637 -0.18204019 0.10148627 -0.14460676 0.42560656 -0.09908567
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0.05758267 0.0687179 -0.18258899 0.14630243]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
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15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
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15460 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
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15444 0
15445 0
15446 0
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15454 0
15455 0
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15460 0
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... ...
16845 0
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16852 0
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.18784772]
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final_outputs_run [[ 0.18784772]
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Progress: 1.2% ... Training loss: 0.584 ... Validation loss: 0.944[ 0.79742279]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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15441 0
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... ...
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.15510842]
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final_outputs_run [[ 0.15510842]
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Progress: 1.2% ... Training loss: 0.581 ... Validation loss: 0.958[ 0.2677125]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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0.00204612 -0.02935228 0.04566871 0.13660533]
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0.04413494 -0.08265252 -0.08561288 -0.1722593 ]
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0.05481407 0.2092077 0.13395748 -0.01241882]
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0.12175754 -0.1495504 0.19235006 -0.031587 ]
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0.03182108 -0.12884449 0.11538811 0.06973958]
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0.15755993 -0.03443873 0.24071836 0.08641808]
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0.09778355 -0.02053191 -0.18509026 0.11302435]
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final_inputs_run [[-1.18701262]
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...,
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final_outputs_run [[-1.18701262]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
16859 0
16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.33902331 -0.18217581 0.10192104 -0.14473481 0.42302241 -0.09934297
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0.04413494 -0.08265252 -0.08561288 -0.1722593 ]
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0.04373367 0.15183045 0.26606964 -0.02107949]
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0.15659825 0.00309719 -0.06114366 -0.07634236]
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[ 0.1932167 0.23310727 0.00701474 -0.03340776 0.00172255 0.06042831
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[ 0.04460425 0.01929336 -0.21881198 0.10472602 0.14300608 -0.05915676
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[ 0.02416872 0.17089819 0.15036319 -0.03872274 -0.231015 -0.01674795
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[ 0.12495751 0.0186291 -0.00887743 -0.09772933 -0.1046231 0.05981957
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[-0.14521383 0.16553268 0.12327097 0.04086965 0.15656257 -0.15497688
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[ 0.17396667 0.23300329 0.08843547 0.12484902 -0.0629993 -0.25589841
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[ 0.02816198 -0.15920663 0.08894534 0.19315349 -0.03162133 -0.01653112
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[ 0.06382337 0.03822475 0.10276802 -0.0645653 -0.16814349 0.21985153
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[ 0.22981507 -0.14483612 -0.01208854 -0.26808261 0.37404772 -0.08902564
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[-0.20862353 -0.11255748 0.00595541 -0.01146758 0.32524338 -0.16918096
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[ 0.2250159 -0.00602595 -0.10763071 0.15867019 0.21911289 -0.15571377
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[ 0.11878741 0.00564691 0.24559887 -0.22591842 -0.00291229 0.08991883
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[ 0.13496405 0.08696193 -0.09552908 -0.10821902 -0.18912227 0.199622
0.06733219 -0.19150449 -0.11066817 0.0098845 ]
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0.16815347 0.1066346 0.02600771 0.0383794 ]
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[ 0.09522318 -0.28780518 0.08156902 0.07780356 0.0438111 0.1501663
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final_inputs_run [[ 0.14494734]
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...,
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final_outputs_run [[ 0.14494734]
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...,
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Progress: 1.2% ... Training loss: 0.580 ... Validation loss: 0.961[-0.00212331]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
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15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
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15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
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weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
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15 1
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20 1
21 1
22 1
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25 0
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... ...
15405 0
15406 0
15407 0
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15411 0
15412 0
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15433 0
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.33802126 -0.18121372 0.10092202 -0.14367681 0.41923319 -0.0987915
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
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15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
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15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15438 0
15439 0
15440 0
15441 0
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15443 0
15444 0
15445 0
15446 0
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15449 0
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15455 0
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15460 0
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... ...
16845 0
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[1440 rows x 56 columns]
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final_inputs_run [[ 0.11195813]
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final_outputs_run [[ 0.11195813]
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Progress: 1.2% ... Training loss: 0.581 ... Validation loss: 0.978[-0.36693383]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
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15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
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15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
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weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
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14 1
15 1
16 1
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18 1
19 1
20 1
21 1
22 1
23 1
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25 0
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... ...
15405 0
15406 0
15407 0
15408 0
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15411 0
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15426 0
15427 0
15428 0
15429 0
15430 0
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15432 0
15433 0
15434 0
[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
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16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
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16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
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16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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15436 0
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15438 0
15439 0
15440 0
15441 0
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15444 0
15445 0
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15460 0
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... ...
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Progress: 1.2% ... Training loss: 0.578 ... Validation loss: 0.963[-1.03681064]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
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15 0 0 0 0 0 0
16 0 0 0 0 0 0
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18 0 0 0 0 0 0
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... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
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15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
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15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
15422 0
15423 0
15424 0
15425 0
15426 0
15427 0
15428 0
15429 0
15430 0
15431 0
15432 0
15433 0
15434 0
[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.33976748 -0.18265166 0.10240372 -0.14499508 0.42238637 -0.09968505
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0.05746731 0.06880247 -0.18255801 0.14608999]
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0.00168972 -0.02905054 0.04576573 0.13591013]
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0.06165993 0.04273128 -0.00179579 0.10020137]
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0.05521746 0.2087254 0.13383116 -0.01100444]
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0.12341057 -0.15102529 0.19188015 -0.02857433]
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final_inputs_run [[-1.20917471]
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...,
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final_outputs_run [[-1.20917471]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.33976748 -0.18265166 0.10240372 -0.14499508 0.42238637 -0.09968505
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...,
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Progress: 1.3% ... Training loss: 0.578 ... Validation loss: 0.969[ 0.10372557]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
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self.weights_input_to_hidden [[-0.34098492 -0.18364915 0.10344198 -0.14593973 0.42460167 -0.10030381
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final_outputs_run [[-1.18736649]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.34098492 -0.18364915 0.10344198 -0.14593973 0.42460167 -0.10030381
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final_inputs_run [[ 0.14467324]
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final_outputs_run [[ 0.14467324]
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Progress: 1.3% ... Training loss: 0.576 ... Validation loss: 0.958[-1.14691536]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
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7 0 0 1 ... 0 0 0
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12 0 0 1 ... 0 0 0
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23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
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16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
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20 0 0 0 0 0 0
21 0 0 0 0 0 0
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23 0 0 0 0 0 0
24 1 0 0 0 0 0
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26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
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15411 0 0 1 0 0 0
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15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
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15424 0 0 1 0 0 0
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15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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... .. ... ... ... ... ... ...
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[1440 rows x 56 columns]
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[-0.02947696 0.09577472 -0.10016286 0.03929992 0.00913703 0.0728386
0.04436767 0.15126276 0.26589767 -0.01980834]
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0.15522642 0.00434964 -0.06075327 -0.07912044]
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0.17423929 0.02000575 -0.01398174 -0.16653093]
[ 0.02452264 0.17133106 0.15020185 -0.03842374 -0.2318368 -0.01654571
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[ 0.12549745 0.0191356 -0.00929059 -0.09727065 -0.10620416 0.0600926
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[-0.14539354 0.16543281 0.12341529 0.04075573 0.15720706 -0.15507146
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[ 0.17465938 0.23365769 0.08796445 0.12540846 -0.06454591 -0.25555026
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[ 0.02872815 -0.15873044 0.08855834 0.19365276 -0.03271767 -0.01620185
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[ 0.06203512 0.03672333 0.10435046 -0.06605052 -0.16363152 0.21886564
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[-0.2128092 -0.11651359 0.00979535 -0.01519515 0.33488244 -0.17152493
-0.14754957 0.14116697 0.34705315 -0.24189238]
[ 0.22296135 -0.00778349 -0.10589805 0.15686211 0.22389651 -0.15675051
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[ 0.11887325 0.00576892 0.24555928 -0.22586897 -0.00303997 0.08996139
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[ 0.01633554 0.00292586 0.20416169 -0.1515027 -0.06149318 -0.19615266
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[ 0.09497405 -0.28802234 0.08175763 0.07770159 0.04375755 0.15002455
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final_inputs_run [[ 0.11845982]
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...,
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final_outputs_run [[ 0.11845982]
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Progress: 1.3% ... Training loss: 0.576 ... Validation loss: 0.968[-0.04592156]
[ 1.60738466]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15407 1 0 -0.711414 1.258339 -0.211685 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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... ...
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[15435 rows x 56 columns]
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final_inputs_run [[-1.27352639]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15438 0
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15440 0
15441 0
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15443 0
15444 0
15445 0
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... ...
16845 0
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[1440 rows x 56 columns]
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-8.61722930e-02 1.58112197e-01]
[ -1.34907829e-02 -3.16096764e-02 -6.41147740e-03 -1.48322759e-01
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1.15547560e-01 6.87014042e-02]
[ 1.13397077e-01 5.83764980e-03 -1.94156700e-01 -2.16365036e-01
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[ -7.42461826e-03 -5.79902119e-02 -1.75451395e-01 1.78205035e-01
-1.42434413e-01 -1.98787395e-02 -6.59436282e-03 9.63380815e-02
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[ 1.77959680e-01 1.95460607e-01 -7.82345637e-02 2.41123616e-01
-1.90220244e-01 -3.57531371e-02 -4.57120307e-02 1.41626150e-01
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[ -1.86874463e-01 6.30927005e-02 -1.88336344e-01 1.20275355e-01
-2.27020599e-01 -1.09220721e-01 -1.35258805e-01 3.45905376e-02
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[ 1.00185546e-01 -3.13964105e-02 -9.36479093e-02 -8.32667436e-02
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[ -2.93073154e-02 9.59202335e-02 -1.00305861e-01 3.94459326e-02
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2.65868187e-01 -1.96019608e-02]
[ -1.38255680e-01 -1.91826711e-01 -2.98886484e-02 -1.99824350e-01
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[ -2.90337128e-01 -2.88803714e-01 -6.82968031e-02 -1.80158322e-02
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6.53293808e-03 5.94319764e-02 -6.39872851e-02 -9.17762496e-02
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[ 4.49415217e-02 1.97347604e-02 -2.19186389e-01 1.05090557e-01
1.42110920e-01 -5.89469837e-02 1.74085735e-01 2.01447517e-02
-1.39371894e-02 -1.66844589e-01]
[ 2.44456942e-02 1.71242717e-01 1.50298502e-01 -3.85101816e-02
-2.31698194e-01 -1.65920218e-02 -1.57521573e-02 7.50682296e-02
-1.54038186e-01 -3.68064656e-02]
[ 1.25655726e-01 1.92599031e-02 -9.41078138e-03 -9.71546142e-02
-1.06498710e-01 6.01657239e-02 -1.00825340e-01 6.12028169e-02
2.28063901e-02 3.72321797e-02]
[ -1.45670408e-01 1.65158181e-01 1.23670550e-01 4.04880368e-02
1.57873771e-01 -1.55229297e-01 -1.53169775e-01 -1.36789374e-01
8.60634849e-04 1.38376706e-01]
[ 1.74710187e-01 2.33702559e-01 8.79244372e-02 1.25453074e-01
-6.46861233e-02 -2.55525992e-01 -8.00235360e-02 -8.97230063e-02
-1.12916067e-01 1.50254075e-01]
[ 2.87838653e-02 -1.58720334e-01 8.85888207e-02 1.93635223e-01
-3.29363925e-02 -1.61855104e-02 -1.00356800e-01 4.49369508e-02
1.26851334e-01 -1.66468751e-01]
[ 6.15302198e-02 3.63154588e-02 1.04754432e-01 -6.64468124e-02
-1.62513749e-01 2.18574058e-01 1.82892808e-02 7.39404612e-02
1.45487432e-01 -3.31252967e-01]
[ 2.23056308e-01 -1.50375450e-01 -6.99862518e-03 -2.72851244e-01
3.87666077e-01 -9.24816690e-02 -8.92107684e-02 1.76307088e-01
1.39161696e-01 -2.71301850e-01]
[ -2.12883070e-01 -1.16571730e-01 9.85766307e-03 -1.52551914e-02
3.35022134e-01 -1.71562324e-01 -1.47594314e-01 1.41203457e-01
3.47065559e-01 -2.41979333e-01]
[ 2.22665630e-01 -8.03079806e-03 -1.05669015e-01 1.56608859e-01
2.24604866e-01 -1.56899940e-01 -1.08511939e-01 -8.86135237e-02
2.97577960e-02 -9.36381703e-02]
[ -2.83471501e-01 -1.73921224e-01 2.68337356e-01 -3.13575693e-03
-9.28790597e-02 8.57409019e-02 1.24322049e-01 1.73455734e-01
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[ 1.19149934e-01 6.00228997e-03 2.45373989e-01 -2.25677984e-01
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9.06801018e-02 -9.53982908e-02]
[ 1.36057681e-01 8.78851103e-02 -9.63978788e-02 -1.07401783e-01
-1.92053733e-01 2.00187864e-01 6.79823930e-02 -1.92084131e-01
-1.10852067e-01 1.11485995e-02]
[ -1.72350457e-01 1.19343732e-01 -1.91234417e-01 -7.08687942e-02
-3.01804439e-01 6.70790434e-02 1.70153494e-01 1.04873388e-01
2.54356129e-02 4.23125414e-02]
[ 2.67138864e-02 7.98313046e-02 2.87476260e-04 5.73616465e-02
-6.44764100e-02 1.59078203e-01 -2.94624529e-01 -5.14301317e-02
-3.67662262e-02 -1.60339324e-01]
[ 1.66239169e-02 3.11414608e-03 2.03977106e-01 -1.51361668e-01
-6.21499408e-02 -1.96026533e-01 1.36814437e-01 -1.98021309e-01
1.73746231e-02 1.52053057e-01]
[ 2.07858622e-02 2.37827451e-01 3.93682463e-01 2.00733576e-01
9.51056940e-02 2.94775092e-02 1.04816370e-01 -7.43346476e-02
1.47445157e-01 -3.61919282e-02]
[ 3.44319664e-02 3.25671635e-02 2.70537051e-02 8.74746811e-02
-9.23082851e-02 -1.09393013e-01 9.80369555e-02 -1.56511362e-01
5.39741550e-02 1.15947126e-01]
[ -5.41220332e-02 2.05820019e-01 2.75781310e-01 -1.11791002e-01
-5.45463354e-02 -3.15211373e-02 -1.99102511e-02 9.64377195e-02
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[ -9.49656379e-02 -2.79060983e-03 2.04299895e-01 -3.85381943e-02
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[ 9.47025934e-02 -2.88251553e-01 8.20464797e-02 7.74255488e-02
4.40270700e-02 1.49834853e-01 1.85282865e-01 2.73296860e-02
-1.08074433e-01 1.77249738e-01]]
final_inputs_run [[ 0.07269023]
[ 0.2321311 ]
[ 0.43552623]
...,
[ 0.13258766]
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final_outputs_run [[ 0.07269023]
[ 0.2321311 ]
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...,
[ 0.13258766]
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Progress: 1.3% ... Training loss: 0.581 ... Validation loss: 0.993[ 0.13085311]
[-0.51041763]
[ 0.25967689]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16864 1 0 -0.192085 1.621165 0.276298 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15446 0 1 0 ... 0 0 0
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15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
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Progress: 1.3% ... Training loss: 0.573 ... Validation loss: 0.935[-0.69455419]
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features yr holiday temp hum windspeed season_1 season_2 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.3% ... Training loss: 0.571 ... Validation loss: 0.942[ 1.20549092]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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final_inputs_run [[ 0.16216805]
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final_outputs_run [[ 0.16216805]
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Progress: 1.3% ... Training loss: 0.570 ... Validation loss: 0.943[ 1.46496744]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.43302337e-01 -1.85913933e-01 1.06238179e-01 -1.47996969e-01
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final_inputs_run [[-1.16575041]
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final_outputs_run [[-1.16575041]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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15460 0
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... ...
16845 0
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.43302337e-01 -1.85913933e-01 1.06238179e-01 -1.47996969e-01
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[ -1.38353925e-02 -3.19033342e-02 -6.14401447e-03 -1.48596591e-01
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[ 1.15421202e-01 7.62328263e-03 -1.95865143e-01 -2.14730551e-01
-2.27114181e-01 1.55839655e-01 1.60783517e-01 -3.73197045e-02
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[ -5.01898554e-03 -5.58007425e-02 -1.77510458e-01 1.80370835e-01
-1.49292595e-01 -1.85959742e-02 -5.06261865e-03 9.49520560e-02
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[ 1.79523656e-01 1.96725480e-01 -7.94853271e-02 2.42408066e-01
-1.94442305e-01 -3.49706276e-02 -4.48155867e-02 1.40803103e-01
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[ -1.84104294e-01 6.54871212e-02 -1.90644113e-01 1.22634183e-01
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[ -1.39625860e-01 -1.93076804e-01 -2.87477499e-02 -2.01025364e-01
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[ 4.47184340e-02 1.95774929e-02 -2.19007862e-01 1.04919139e-01
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[ 2.39685288e-02 1.70852350e-01 1.50843842e-01 -3.89182093e-02
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[ 1.24375621e-01 1.82601673e-02 -8.36163717e-03 -9.81217049e-02
-1.03519305e-01 5.95032285e-02 -1.01566222e-01 6.18758733e-02
2.30330824e-02 3.59011307e-02]
[ -1.46080842e-01 1.64910266e-01 1.24058161e-01 4.01902224e-02
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[ 1.74261646e-01 2.33344838e-01 8.85249877e-02 1.24998727e-01
-6.41955510e-02 -2.55781424e-01 -8.03440350e-02 -8.94556009e-02
-1.12817620e-01 1.49646663e-01]
[ 2.85926839e-02 -1.58764445e-01 8.89292204e-02 1.93499010e-01
-3.21472774e-02 -1.62589733e-02 -1.00437309e-01 4.50407609e-02
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[ 6.09621908e-02 3.57177717e-02 1.05340884e-01 -6.70484395e-02
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[ 2.19025210e-01 -1.53927227e-01 -3.75303949e-03 -2.76049230e-01
3.95771997e-01 -9.47250869e-02 -9.20146787e-02 1.78645140e-01
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[ -2.17023509e-01 -1.20383865e-01 1.35073558e-02 -1.88688895e-02
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[ 2.20494380e-01 -9.95974944e-03 -1.03880965e-01 1.54728149e-01
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[ -2.83987006e-01 -1.74549378e-01 2.68938892e-01 -3.75040362e-03
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[ 1.19564671e-01 6.38973702e-03 2.45110257e-01 -2.25373534e-01
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[ 1.36392848e-01 8.81868050e-02 -9.66805293e-02 -1.07138019e-01
-1.93004990e-01 2.00364543e-01 6.81817534e-02 -1.92276212e-01
-1.10916444e-01 1.15503065e-02]
[ -1.70699634e-01 1.20879041e-01 -1.92722034e-01 -6.93904567e-02
-3.06794992e-01 6.80048773e-02 1.71230336e-01 1.03924220e-01
2.51220224e-02 4.44078131e-02]
[ 2.70235082e-02 8.01125782e-02 1.21243466e-04 5.76546042e-02
-6.60696521e-02 1.59221577e-01 -2.94489461e-01 -5.15079832e-02
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[ 1.46514846e-02 1.32600587e-03 2.05730853e-01 -1.53073043e-01
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1.77303051e-02 1.49639885e-01]
[ 2.12568639e-02 2.38293109e-01 3.93438864e-01 2.01137029e-01
9.31451621e-02 2.97420510e-02 1.05079197e-01 -7.46477911e-02
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[ 3.22798163e-02 3.09538218e-02 2.87798124e-02 8.59012046e-02
-8.90228926e-02 -1.10591078e-01 9.65997927e-02 -1.55346265e-01
5.43431685e-02 1.13816405e-01]
[ -5.25290398e-02 2.07110788e-01 2.74620963e-01 -1.10587813e-01
-5.91629014e-02 -3.07785393e-02 -1.89943378e-02 9.55781319e-02
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[ -9.48916510e-02 -2.79224258e-03 2.04490732e-01 -3.85929664e-02
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[ 9.26059716e-02 -2.90109080e-01 8.40182177e-02 7.55166641e-02
4.84229710e-02 1.48585441e-01 1.83638165e-01 2.86543985e-02
-1.07633416e-01 1.74489905e-01]]
final_inputs_run [[ 0.19715137]
[ 0.35149195]
[ 0.55228184]
...,
[ 0.25151496]
[-0.04141481]
[-0.07281631]]
final_outputs_run [[ 0.19715137]
[ 0.35149195]
[ 0.55228184]
...,
[ 0.25151496]
[-0.04141481]
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Progress: 1.3% ... Training loss: 0.569 ... Validation loss: 0.928[ 0.04787391]
[-0.15039704]
[ 1.87125039]
[ 1.70416482]
[-0.3708091]
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[ 0.04493095]
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[ 1.18949096]
[ 0.07345005]
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[ 1.78880911]
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[ 0.20032872]
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[ 1.50340075]
[ 1.7058765]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
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Progress: 1.3% ... Training loss: 0.568 ... Validation loss: 0.918[ 0.77645365]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16872 1 0 0.119512 0.740016 0.764282 0 0
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
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16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
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final_inputs_run [[ 0.19308472]
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Progress: 1.4% ... Training loss: 0.565 ... Validation loss: 0.928[-0.40064198]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
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15441 0
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... ...
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[1440 rows x 56 columns]
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[ -6.92753211e-02 1.43911500e-01 -9.37005151e-02 -2.96024490e-01
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1.05436251e-01 8.34129954e-02]
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3.17976833e-01 -9.90192105e-02 1.12175038e-01 5.50266190e-02
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[ -1.56235354e-01 9.74882490e-02 -2.28140384e-01 6.25292396e-02
2.05306717e-01 -6.43254112e-02 6.00826254e-02 -9.61863202e-02
2.11859257e-01 1.88535207e-01]
[ 1.10661459e-01 1.92776544e-01 3.00604393e-02 -5.50539477e-02
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-8.61018766e-02 1.57577698e-01]
[ -1.42268513e-02 -3.22478312e-02 -5.80087709e-03 -1.48957119e-01
2.03092641e-01 2.56419535e-02 3.08574771e-02 -1.27935305e-01
1.15688942e-01 6.78208289e-02]
[ 1.16590467e-01 8.62894877e-03 -1.96850101e-01 -2.13853804e-01
-2.30385569e-01 1.56426669e-01 1.61451116e-01 -3.79677899e-02
2.39570728e-01 9.41527308e-02]
[ -3.01665341e-03 -5.40679670e-02 -1.79216310e-01 1.82019862e-01
-1.54961128e-01 -1.75809528e-02 -3.85225422e-03 9.38265828e-02
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[ 1.81436222e-01 1.98417333e-01 -8.11336055e-02 2.44066904e-01
-1.99783355e-01 -3.40010923e-02 -4.36438097e-02 1.39684328e-01
1.03825968e-01 3.29540981e-01]
[ -1.81830929e-01 6.74956159e-02 -1.92616454e-01 1.24610419e-01
-2.41226358e-01 -1.06644576e-01 -1.32216724e-01 3.17020088e-02
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[ 1.04389472e-01 -2.78185994e-02 -9.71712808e-02 -7.97486752e-02
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[ 1.31553497e-01 -1.51365603e-01 -4.32719746e-02 -9.83786935e-02
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[ -2.72268515e-02 9.78149808e-02 -1.02066974e-01 4.12617502e-02
2.63396161e-03 7.40383267e-02 4.57757420e-02 1.49998805e-01
2.65479896e-01 -1.70968989e-02]
[ -1.40995888e-01 -1.94258265e-01 -2.76306298e-02 -2.02181602e-01
3.16263059e-01 -7.65765390e-03 1.53613442e-01 5.86288558e-03
-6.02456519e-02 -8.24183142e-02]
[ -2.94425052e-01 -2.92372785e-01 -6.48769842e-02 -2.14963538e-02
1.70752343e-01 -7.35057435e-02 -1.77169446e-01 1.05431840e-01
-1.48908269e-01 -2.84542135e-01]
[ 1.89851024e-01 2.30278158e-01 1.00659621e-02 -3.65385316e-02
1.10099117e-02 5.85703503e-02 -6.50076762e-02 -9.08523155e-02
-4.73734342e-03 -4.94739114e-02]
[ 4.51482214e-02 1.99855159e-02 -2.19423216e-01 1.05310540e-01
1.41471372e-01 -5.88559886e-02 1.74236377e-01 2.00055549e-02
-1.39885233e-02 -1.66556307e-01]
[ 2.40541217e-02 1.70949342e-01 1.50834475e-01 -3.88618201e-02
-2.30644840e-01 -1.68572591e-02 -1.59990951e-02 7.52917334e-02
-1.53945532e-01 -3.72058345e-02]
[ 1.23569593e-01 1.76550504e-02 -7.64731608e-03 -9.87711735e-02
-1.01182077e-01 5.91094107e-02 -1.02034831e-01 6.23503243e-02
2.32007846e-02 3.49618346e-02]
[ -1.46050026e-01 1.64995161e-01 1.24082956e-01 4.01961165e-02
1.58524680e-01 -1.55430170e-01 -1.53361255e-01 -1.36632209e-01
9.09495474e-04 1.37984906e-01]
[ 1.74606394e-01 2.33720635e-01 8.83449740e-02 1.25270291e-01
-6.52119329e-02 -2.55639136e-01 -8.01291638e-02 -8.96437041e-02
-1.12886025e-01 1.50091211e-01]
[ 2.88352263e-02 -1.58483810e-01 8.88296017e-02 1.93680452e-01
-3.28174430e-02 -1.61568480e-02 -1.00308190e-01 4.49046404e-02
1.26862019e-01 -1.66414746e-01]
[ 6.02608976e-02 3.50974041e-02 1.05969004e-01 -6.76746008e-02
-1.58769860e-01 2.17786865e-01 1.73312573e-02 7.47885359e-02
1.45785206e-01 -3.32842114e-01]
[ 2.14735005e-01 -1.57728387e-01 -2.06574234e-04 -2.79434186e-01
4.05626518e-01 -9.70286729e-02 -9.48113625e-02 1.81230886e-01
1.40922405e-01 -2.80868029e-01]
[ -2.19015502e-01 -1.22278558e-01 1.54249425e-02 -2.07219179e-02
3.49347471e-01 -1.74950825e-01 -1.52062438e-01 1.45131834e-01
3.48339057e-01 -2.49490625e-01]
[ 2.18054552e-01 -1.20776101e-02 -1.01783061e-01 1.52648101e-01
2.35614081e-01 -1.59210721e-01 -1.11363176e-01 -8.59999108e-02
3.06435289e-02 -9.91323939e-02]
[ -2.84129706e-01 -1.74755193e-01 2.69145040e-01 -3.92541190e-03
-9.08251372e-02 8.52498856e-02 1.23733951e-01 1.73956230e-01
-1.26301347e-02 -8.74865560e-02]
[ 1.20278355e-01 7.00303828e-03 2.44607561e-01 -2.24863621e-01
-7.00497581e-03 9.07192403e-02 1.05560328e-01 1.69459636e-01
9.04496314e-02 -9.40608913e-02]
[ 1.37048409e-01 8.87513847e-02 -9.72064040e-02 -1.06630139e-01
-1.94864415e-01 2.00684028e-01 6.85720431e-02 -1.92633406e-01
-1.11045283e-01 1.23341264e-02]
[ -1.69810174e-01 1.21681971e-01 -1.93540256e-01 -6.86078406e-02
-3.09564900e-01 6.84830173e-02 1.71786259e-01 1.03400139e-01
2.49209841e-02 4.55524487e-02]
[ 2.75465265e-02 8.05649355e-02 -3.10602151e-04 5.81009836e-02
-6.74924246e-02 1.59475297e-01 -2.94214502e-01 -5.17635879e-02
-3.68503869e-02 -1.59164031e-01]
[ 1.46915112e-02 1.32679104e-03 2.05753159e-01 -1.53138058e-01
-5.82888029e-02 -1.97185596e-01 1.35233521e-01 -1.96755601e-01
1.77763578e-02 1.49601150e-01]
[ 1.98864597e-02 2.37001659e-01 3.94700074e-01 1.99962482e-01
9.50087216e-02 2.89782127e-02 1.04130808e-01 -7.37822992e-02
1.47626477e-01 -3.69598226e-02]
[ 3.17390129e-02 3.05440723e-02 2.93757408e-02 8.53981611e-02
-8.85359928e-02 -1.10917504e-01 9.61828533e-02 -1.54962072e-01
5.44593528e-02 1.13151059e-01]
[ -5.06469130e-02 2.08807217e-01 2.73144580e-01 -1.09062283e-01
-6.53785090e-02 -2.98163042e-02 -1.78188462e-02 9.44672230e-02
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[ -9.42800217e-02 -2.29090101e-03 2.04112417e-01 -3.81901346e-02
-9.38440488e-02 -1.24012317e-01 -1.64459016e-01 -1.38483403e-01
-2.17554526e-01 1.34575958e-02]
[ 9.38150488e-02 -2.89062102e-01 8.30941748e-02 7.64764971e-02
4.43563209e-02 1.49116745e-01 1.84158906e-01 2.81206437e-02
-1.07832026e-01 1.75783075e-01]]
final_inputs_run [[ 0.18115173]
[ 0.32608075]
[ 0.52519927]
...,
[ 0.23357023]
[-0.06108849]
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final_outputs_run [[ 0.18115173]
[ 0.32608075]
[ 0.52519927]
...,
[ 0.23357023]
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Progress: 1.4% ... Training loss: 0.564 ... Validation loss: 0.936[-0.39119391]
[ 0.19361495]
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[-0.70833351]
[ 0.12128581]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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final_inputs_run [[ 0.20575647]
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final_outputs_run [[ 0.20575647]
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Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.925[-0.02022638]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.939[-0.50196335]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.20595034]
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final_outputs_run [[ 0.20595034]
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Progress: 1.4% ... Training loss: 0.560 ... Validation loss: 0.922[-0.55106878]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ -3.10824544e-02 2.93339338e-01 -1.16368513e-01 3.76767214e-02
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2.11760093e-01 1.89039866e-01]
[ 1.10299110e-01 1.92404009e-01 3.03586439e-02 -5.53829325e-02
2.81788536e-02 2.10664986e-01 -5.21408372e-02 -2.19522974e-01
-8.60230842e-02 1.57125858e-01]
[ -1.46042916e-02 -3.25916663e-02 -5.51559788e-03 -1.49273475e-01
2.04080633e-01 2.54359069e-02 3.06299544e-02 -1.27724434e-01
1.15762860e-01 6.73322804e-02]
[ 1.19513641e-01 1.11981704e-02 -1.99262902e-01 -2.11528239e-01
-2.38643416e-01 1.57972569e-01 1.63200690e-01 -3.95725650e-02
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[ 3.19704479e-04 -5.11401146e-02 -1.82050784e-01 1.84897217e-01
-1.64388794e-01 -1.58799686e-02 -1.83189760e-03 9.19860619e-02
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[ 1.83949081e-01 2.00541618e-01 -8.31788581e-02 2.46151930e-01
-2.06777147e-01 -3.27370295e-02 -4.21440397e-02 1.38308676e-01
1.03327068e-01 3.32500553e-01]
[ -1.78075939e-01 7.09717065e-02 -1.95949086e-01 1.28027022e-01
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[ 1.07393123e-01 -2.51912693e-02 -9.96138607e-02 -7.71641031e-02
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[ -2.52525542e-02 9.95489715e-02 -1.03698628e-01 4.29430484e-02
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2.65093565e-01 -1.47322612e-02]
[ -1.42843131e-01 -1.95916447e-01 -2.60802997e-02 -2.03839926e-01
3.21628731e-01 -8.64645753e-03 1.52476370e-01 6.92646768e-03
-5.98706161e-02 -8.47327341e-02]
[ -2.98308450e-01 -2.95939838e-01 -6.15322656e-02 -2.48928961e-02
1.81261192e-01 -7.55863745e-02 -1.79594743e-01 1.07664549e-01
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[ 1.89125759e-01 2.29692087e-01 1.06433710e-02 -3.71173822e-02
1.28398014e-02 5.82200739e-02 -6.54286277e-02 -9.04716896e-02
-4.59932585e-03 -5.03145009e-02]
[ 4.57417523e-02 2.05100653e-02 -2.19909154e-01 1.05807561e-01
1.39849814e-01 -5.85436953e-02 1.74613064e-01 1.96689325e-02
-1.41104363e-02 -1.65837727e-01]
[ 2.36710670e-02 1.70667653e-01 1.51176673e-01 -3.91800615e-02
-2.29893698e-01 -1.70558219e-02 -1.62198353e-02 7.54939487e-02
-1.53876340e-01 -3.76129558e-02]
[ 1.22144520e-01 1.63360203e-02 -6.36057821e-03 -9.99642783e-02
-9.69220951e-02 5.83385139e-02 -1.02967896e-01 6.32221384e-02
2.35148599e-02 3.33864438e-02]
[ -1.46286879e-01 1.64852465e-01 1.24266231e-01 4.00223757e-02
1.59153566e-01 -1.55559866e-01 -1.53489409e-01 -1.36510828e-01
9.55214044e-04 1.37735021e-01]
[ 1.73389189e-01 2.32736704e-01 8.94134709e-02 1.24239482e-01
-6.19749269e-02 -2.56248135e-01 -8.08468907e-02 -8.89873891e-02
-1.12641753e-01 1.48629028e-01]
[ 2.88851164e-02 -1.58398936e-01 8.89387322e-02 1.93774914e-01
-3.29454288e-02 -1.61186433e-02 -1.00237416e-01 4.48534334e-02
1.26841078e-01 -1.66218322e-01]
[ 5.93881277e-02 3.42720098e-02 1.06714461e-01 -6.84140297e-02
-1.56302155e-01 2.17301594e-01 1.67676881e-02 7.52863582e-02
1.45964922e-01 -3.33824969e-01]
[ 2.09393674e-01 -1.62467748e-01 4.15932773e-03 -2.83509304e-01
4.17081751e-01 -9.98473532e-02 -9.84447939e-02 1.84342539e-01
1.42093387e-01 -2.87227745e-01]
[ -2.21466024e-01 -1.24727650e-01 1.77754234e-02 -2.30192314e-02
3.55819777e-01 -1.76352757e-01 -1.53792286e-01 1.46663113e-01
3.48897960e-01 -2.52869786e-01]
[ 2.15971370e-01 -1.38984885e-02 -1.00036557e-01 1.50850916e-01
2.40442389e-01 -1.60256626e-01 -1.12696545e-01 -8.47920774e-02
3.10764655e-02 -1.01677598e-01]
[ -2.84448191e-01 -1.75079020e-01 2.69470891e-01 -4.23087505e-03
-8.98774500e-02 8.50384134e-02 1.23505794e-01 1.74167073e-01
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[ 1.20962165e-01 7.62204701e-03 2.44195065e-01 -2.24412318e-01
-8.86237414e-03 9.10858432e-02 1.05992264e-01 1.69071934e-01
9.03037688e-02 -9.32677511e-02]
[ 1.37312263e-01 8.90657193e-02 -9.74860192e-02 -1.06404511e-01
-1.95809771e-01 2.00825064e-01 6.87809723e-02 -1.92825979e-01
-1.11107972e-01 1.27407924e-02]
[ -1.68823469e-01 1.22578848e-01 -1.94366794e-01 -6.78121271e-02
-3.12333405e-01 6.90157375e-02 1.72401103e-01 1.02837286e-01
2.47159625e-02 4.67581842e-02]
[ 2.82232706e-02 8.10016678e-02 -6.69847266e-04 5.85779385e-02
-6.90676963e-02 1.59724783e-01 -2.94040614e-01 -5.19637686e-02
-3.69007800e-02 -1.58359256e-01]
[ 1.59266883e-02 2.24465574e-03 2.04782522e-01 -1.52166013e-01
-6.23660500e-02 -1.96676492e-01 1.35765984e-01 -1.97301529e-01
1.75921139e-02 1.50926998e-01]
[ 2.12540640e-02 2.38212859e-01 3.93635555e-01 2.01231891e-01
9.00553972e-02 2.96200520e-02 1.04937362e-01 -7.45710398e-02
1.47340626e-01 -3.51183277e-02]
[ 2.92618299e-02 2.84010843e-02 3.15593305e-02 8.33212566e-02
-8.29997965e-02 -1.12175622e-01 9.46281762e-02 -1.53537241e-01
5.49666240e-02 1.10212625e-01]
[ -5.02909922e-02 2.09171067e-01 2.72950136e-01 -1.08704431e-01
-6.80705654e-02 -2.96367461e-02 -1.76969731e-02 9.42618546e-02
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[ -9.40964253e-02 -2.11264170e-03 2.03988675e-01 -3.79216046e-02
-9.49224937e-02 -1.23949268e-01 -1.64324094e-01 -1.38597835e-01
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[ 9.33268976e-02 -2.89522965e-01 8.36523000e-02 7.59863217e-02
4.47990812e-02 1.48896455e-01 1.83734077e-01 2.85072344e-02
-1.07700763e-01 1.75165795e-01]]
final_inputs_run [[ 0.19740859]
[ 0.33263924]
[ 0.53007044]
...,
[ 0.24177225]
[-0.05516614]
[-0.08940061]]
final_outputs_run [[ 0.19740859]
[ 0.33263924]
[ 0.53007044]
...,
[ 0.24177225]
[-0.05516614]
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Progress: 1.4% ... Training loss: 0.559 ... Validation loss: 0.929[ 0.56531495]
[ 0.07465046]
[ 0.6931868]
[ 0.30137453]
[ 0.7906711]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15449 0 1 1 ... 0 1 0
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15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
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15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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Progress: 1.4% ... Training loss: 0.558 ... Validation loss: 0.909[-0.54046659]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.4% ... Training loss: 0.559 ... Validation loss: 0.898[-1.19473092]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.30134348]
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final_outputs_run [[ 0.30134348]
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Progress: 1.4% ... Training loss: 0.563 ... Validation loss: 0.886[ 0.09837106]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
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5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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final_inputs_run [[-1.1148918 ]
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final_outputs_run [[-1.1148918 ]
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features yr holiday temp hum windspeed season_1 season_2 \
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15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
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15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16871 1 0 -0.192085 1.310171 0.764282 0 0
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
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15450 0
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15460 0
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... ...
16845 0
16846 0
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16866 0
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16868 0
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16870 0
16871 0
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16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.53389937e-01 -1.94859613e-01 1.15886164e-01 -1.56295024e-01
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[ 1.20870912e-01 1.23796901e-02 -2.00456568e-01 -2.10426041e-01
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[ 2.13801047e-03 -4.95789327e-02 -1.83653628e-01 1.86426787e-01
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[ 1.85418859e-01 2.01746124e-01 -8.43712718e-02 2.47356738e-01
-2.11009853e-01 -3.19951534e-02 -4.12867682e-02 1.37473351e-01
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[ -1.75092387e-01 7.36883780e-02 -1.98574883e-01 1.30653113e-01
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[ -1.43503361e-01 -1.96577685e-01 -2.54956762e-02 -2.04430445e-01
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[ 4.65397376e-02 2.11882548e-02 -2.20517002e-01 1.06372768e-01
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[ 2.25012988e-02 1.69642112e-01 1.52190038e-01 -4.02010924e-02
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[ 1.20219459e-01 1.46529257e-02 -4.56028341e-03 -1.01642003e-01
-9.13815419e-02 5.72969290e-02 -1.04199583e-01 6.43756788e-02
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[ -1.45873875e-01 1.65317210e-01 1.23935942e-01 4.03703607e-02
1.57556896e-01 -1.55352982e-01 -1.53189718e-01 -1.36814087e-01
8.42540276e-04 1.38353405e-01]
[ 1.72928007e-01 2.32352880e-01 8.98899890e-02 1.23842078e-01
-6.10347240e-02 -2.56510228e-01 -8.11546441e-02 -8.87191590e-02
-1.12539709e-01 1.48081773e-01]
[ 2.89967396e-02 -1.58148091e-01 8.88633828e-02 1.93888625e-01
-3.36102410e-02 -1.60504904e-02 -1.00123614e-01 4.47124604e-02
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[ 5.75485999e-02 3.27295345e-02 1.08235400e-01 -6.98889502e-02
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1.46373570e-01 -3.35808539e-01]
[ 2.04372380e-01 -1.66898509e-01 8.57140895e-03 -2.87336574e-01
4.27729162e-01 -1.02439003e-01 -1.01828422e-01 1.87498289e-01
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[ -2.23981516e-01 -1.27309515e-01 2.02944624e-02 -2.55435371e-02
3.63119294e-01 -1.77785926e-01 -1.55737677e-01 1.48468197e-01
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[ 2.13321343e-01 -1.63175224e-02 -9.76320577e-02 1.48519799e-01
2.46828525e-01 -1.61627223e-01 -1.14445013e-01 -8.31008621e-02
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[ -2.84838052e-01 -1.75495713e-01 2.69941044e-01 -4.63673613e-03
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[ 1.37777252e-01 8.94419761e-02 -9.78641539e-02 -1.06062855e-01
-1.97172147e-01 2.01058750e-01 6.90457235e-02 -1.93091051e-01
-1.11207957e-01 1.32771410e-02]
[ -1.67722602e-01 1.23720960e-01 -1.95505606e-01 -6.67652638e-02
-3.15992080e-01 6.96452911e-02 1.73174744e-01 1.02077983e-01
2.44193695e-02 4.83219488e-02]
[ 2.71015245e-02 8.00067084e-02 3.42799740e-04 5.76015842e-02
-6.62988006e-02 1.59107423e-01 -2.94812748e-01 -5.12797351e-02
-3.66281034e-02 -1.59574843e-01]
[ 1.66907878e-02 3.02174572e-03 2.04260407e-01 -1.51567699e-01
-6.53598369e-02 -1.96290774e-01 1.36227690e-01 -1.97830418e-01
1.73827342e-02 1.51955525e-01]
[ 2.00890254e-02 2.36730100e-01 3.95011484e-01 1.99923114e-01
9.20627319e-02 2.88089536e-02 1.03723627e-01 -7.34740630e-02
1.47788382e-01 -3.66886081e-02]
[ 3.07424063e-02 2.97779359e-02 3.04107731e-02 8.44893976e-02
-8.78252080e-02 -1.11509083e-01 9.54380198e-02 -1.54347848e-01
5.46719833e-02 1.12057847e-01]
[ -5.18117768e-02 2.07773093e-01 2.74451141e-01 -1.09980341e-01
-6.46175586e-02 -3.04393544e-02 -1.87891166e-02 9.51813450e-02
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[ -9.41852843e-02 -2.19752600e-03 2.04217382e-01 -3.80230361e-02
-9.56842325e-02 -1.24094476e-01 -1.64517522e-01 -1.38391437e-01
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[ 9.14331999e-02 -2.91063547e-01 8.54015497e-02 7.44189697e-02
4.82875323e-02 1.47844974e-01 1.82355119e-01 2.97462042e-02
-1.07201142e-01 1.72848406e-01]]
final_inputs_run [[ 0.31237836]
[ 0.44231054]
[ 0.63899511]
...,
[ 0.35202465]
[ 0.048995 ]
[ 0.01832798]]
final_outputs_run [[ 0.31237836]
[ 0.44231054]
[ 0.63899511]
...,
[ 0.35202465]
[ 0.048995 ]
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Progress: 1.4% ... Training loss: 0.562 ... Validation loss: 0.882[-0.39952205]
[ 0.12353771]
[-0.02645926]
[ 0.32075241]
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[ 0.52828224]
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[ 0.92169007]
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[ 1.07968599]
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[-0.2260955]
[ 0.80801819]
[-0.29031727]
[ 0.38306743]
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[ 0.53228767]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
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Progress: 1.4% ... Training loss: 0.554 ... Validation loss: 0.897[-0.86991603]
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... .. ... ... ... ... ... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.5% ... Training loss: 0.559 ... Validation loss: 0.877[-1.10626934]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
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15441 0
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... ...
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final_inputs_run [[ 0.30216393]
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...,
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final_outputs_run [[ 0.30216393]
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Progress: 1.5% ... Training loss: 0.553 ... Validation loss: 0.881[-0.63992012]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15418 1 0 0.119512 0.014364 -0.211685 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.57909663e-01 -1.98853750e-01 1.20369140e-01 -1.59800988e-01
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final_inputs_run [[-1.21254135]
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...,
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final_outputs_run [[-1.21254135]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
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final_inputs_run [[ 0.26684671]
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final_outputs_run [[ 0.26684671]
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Progress: 1.5% ... Training loss: 0.549 ... Validation loss: 0.895[-0.46017408]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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Progress: 1.5% ... Training loss: 0.547 ... Validation loss: 0.898[ 0.09445061]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.30356422]
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final_outputs_run [[ 0.30356422]
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Progress: 1.5% ... Training loss: 0.548 ... Validation loss: 0.884[ 0.11969321]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ 1.18124148e-01 1.27196363e-02 -2.59953883e-03 -1.03375232e-01
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2.44962692e-02 2.82916468e-02]
[ -1.44752010e-01 1.66479527e-01 1.22978648e-01 4.14005048e-02
1.54252856e-01 -1.54702251e-01 -1.52314839e-01 -1.37607296e-01
5.10021807e-04 1.40009336e-01]
[ 1.73449475e-01 2.33078631e-01 8.95703076e-02 1.24392627e-01
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-1.12746514e-01 1.49061549e-01]
[ 2.92778332e-02 -1.57699476e-01 8.87343036e-02 1.94214502e-01
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[ 5.64108866e-02 3.17626382e-02 1.09271719e-01 -7.08193679e-02
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[ 1.98391339e-01 -1.72114245e-01 1.37208281e-02 -2.91704736e-01
4.39886726e-01 -1.05413813e-01 -1.05755049e-01 1.91162075e-01
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[ -2.28844100e-01 -1.32028071e-01 2.49165936e-02 -2.97975257e-02
3.76089078e-01 -1.80418783e-01 -1.59246657e-01 1.51835695e-01
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[ 2.10793433e-01 -1.86059840e-02 -9.54212391e-02 1.46320977e-01
2.52797046e-01 -1.62869928e-01 -1.16077662e-01 -8.15278668e-02
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[ -2.84620431e-01 -1.75249565e-01 2.69798858e-01 -4.39547582e-03
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[ 1.39277335e-01 9.08271709e-02 -9.91755324e-02 -1.04854284e-01
-2.01658949e-01 2.01855173e-01 6.99793192e-02 -1.94003030e-01
-1.11571159e-01 1.51208848e-02]
[ -1.65366406e-01 1.25931904e-01 -1.97654787e-01 -6.47214723e-02
-3.23525454e-01 7.09105761e-02 1.74641918e-01 1.00613313e-01
2.38260183e-02 5.14123835e-02]
[ 2.65942919e-02 7.95256212e-02 9.28895398e-04 5.72048272e-02
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[ 1.95346230e-02 5.59452990e-03 2.02164398e-01 -1.49383663e-01
-7.55025523e-02 -1.94880144e-01 1.37722732e-01 -1.99515738e-01
1.67182636e-02 1.55620217e-01]
[ 2.14209495e-02 2.37753291e-01 3.93921547e-01 2.01119735e-01
8.58913145e-02 2.94314124e-02 1.04410812e-01 -7.42425080e-02
1.47481183e-01 -3.48191787e-02]
[ 2.82080231e-02 2.73635881e-02 3.30235981e-02 8.21682439e-02
-8.24460962e-02 -1.12886781e-01 9.36667733e-02 -1.52588601e-01
5.53580907e-02 1.08715369e-01]
[ -4.95425579e-02 2.10102742e-01 2.72696801e-01 -1.07880680e-01
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[ -9.30090913e-02 -1.03313162e-03 2.03367053e-01 -3.69314224e-02
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[ 9.21992303e-02 -2.90249806e-01 8.49022929e-02 7.51483454e-02
4.40475548e-02 1.48147367e-01 1.82561819e-01 2.94342271e-02
-1.07302771e-01 1.73841173e-01]]
final_inputs_run [[ 0.23824282]
[ 0.34319823]
[ 0.53457334]
...,
[ 0.25610837]
[-0.05017881]
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final_outputs_run [[ 0.23824282]
[ 0.34319823]
[ 0.53457334]
...,
[ 0.25610837]
[-0.05017881]
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Progress: 1.5% ... Training loss: 0.546 ... Validation loss: 0.906[-0.24394756]
[ 2.06740303]
[ 2.35729965]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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0.05854006 0.20536025 0.13254108 -0.00221934]
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[ 0.00607763 -0.04596536 -0.18713496 0.18988472 -0.18139609 -0.01289117
0.00175606 0.08853579 -0.10089393 0.24733124]
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0.10900059 -0.03122029 -0.18897279 0.13564894]
[ 0.13885319 -0.14505804 -0.04938905 -0.09225728 -0.32884669 -0.06889599
0.19657977 -0.10574543 -0.117846 0.10908751]
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0.04922631 0.14672814 0.2642402 -0.01004732]
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0.14977161 0.00964207 -0.05881642 -0.09030562]
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[ 0.04877622 0.02341397 -0.2225734 0.10838274 0.1320061 -0.05693476
0.17660806 0.01777995 -0.01485066 -0.1620709 ]
[ 0.02168198 0.16903478 0.15299064 -0.04096601 -0.22460848 -0.01815422
-0.01750463 0.07664977 -0.15341745 -0.03995599]
[ 0.1182956 0.0129009 -0.00273724 -0.10324391 -0.0860708 0.05623086
-0.105396 0.06556461 0.02445182 0.02853309]
[-0.14510755 0.16610388 0.12330973 0.04105007 0.15531668 -0.15492403
-0.15257684 -0.13737096 0.00059661 0.13948737]
[ 0.17334305 0.23297729 0.08967888 0.12425055 -0.06199968 -0.25626928
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[ 0.02970252 -0.15727742 0.08836897 0.19462884 -0.03679935 -0.01557893
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[ 0.05564971 0.03101505 0.10995395 -0.07153434 -0.14596303 0.21520873
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[ 0.1965419 -0.17385563 0.0153725 -0.29322327 0.44358384 -0.1063657
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[ 0.21090677 -0.01850042 -0.09551923 0.14642191 0.25245474 -0.16281285
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0.12343217 0.17427315 -0.01251193 -0.08806572]
[ 0.12298956 0.009448 0.24256421 -0.22280177 -0.01477152 0.09212944
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0.17486857 0.1004123 0.02375047 0.0518597 ]
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final_inputs_run [[ 0.25047083]
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...,
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final_outputs_run [[ 0.25047083]
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...,
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Progress: 1.5% ... Training loss: 0.544 ... Validation loss: 0.897[-0.43679022]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
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15425 1 0 -0.088219 0.740016 -0.821460 0 0
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15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
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29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
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15412 0 1 0 ... 0 0 0
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15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
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weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
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15415 0
15416 0
15417 0
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15420 0
15421 0
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15426 0
15427 0
15428 0
15429 0
15430 0
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15432 0
15433 0
15434 0
[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35779735 -0.19877733 0.12065546 -0.15964831 0.43752834 -0.11056724
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0.05658999 0.06942708 -0.18230661 0.14483398]
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0.05441632 0.04932851 0.00069238 0.08715829]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
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15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
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16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
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15451 0 1 1 ... 0 0 0
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15456 0 1 1 ... 0 0 0
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15460 0 1 1 ... 0 0 0
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15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
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15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
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16852 0
16853 0
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16855 0
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16868 0
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16871 0
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16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35779735 -0.19877733 0.12065546 -0.15964831 0.43752834 -0.11056724
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final_inputs_run [[ 0.23516402]
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...,
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final_outputs_run [[ 0.23516402]
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Progress: 1.5% ... Training loss: 0.544 ... Validation loss: 0.903[-0.76875002]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
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15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
0 1
1 1
2 1
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5 1
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11 1
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... ...
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
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15437 1 0 0.327244 -0.555792 0.886073 0 0
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15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
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16858 1 0 -0.607548 1.621165 -0.699669 0 0
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16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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15445 0
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... ...
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[1440 rows x 56 columns]
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Progress: 1.5% ... Training loss: 0.546 ... Validation loss: 0.921[-0.33947103]
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features yr holiday temp hum windspeed season_1 season_2 \
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13 0 0 -0.192085 0.480854 0.886073 1 0
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23 0 0 -0.192085 1.310171 0.886073 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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final_inputs_run [[ 0.21753009]
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final_outputs_run [[ 0.21753009]
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Progress: 1.6% ... Training loss: 0.544 ... Validation loss: 0.912[-0.36322049]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15416 1 0 0.015647 0.221693 -0.456086 0 0
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15418 1 0 0.119512 0.014364 -0.211685 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
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15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
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16858 1 0 -0.607548 1.621165 -0.699669 0 0
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16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
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15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
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15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
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15449 0
15450 0
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15453 0
15454 0
15455 0
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15460 0
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... ...
16845 0
16846 0
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16868 0
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[1440 rows x 56 columns]
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0.18327737 0.02877081 -0.10753854 0.17554036]]
final_inputs_run [[ 0.28112485]
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final_outputs_run [[ 0.28112485]
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Progress: 1.6% ... Training loss: 0.540 ... Validation loss: 0.883[-0.25975725]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
15422 0
15423 0
15424 0
15425 0
15426 0
15427 0
15428 0
15429 0
15430 0
15431 0
15432 0
15433 0
15434 0
[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35878955 -0.19992701 0.1217411 -0.16052217 0.43624099 -0.11137023
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0.0563212 0.06968302 -0.18220744 0.14437259]
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0.04448402 -0.08315106 -0.08583898 -0.16919067]
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0.05371956 0.04989329 0.00090625 0.0858849 ]
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0.05844432 0.20534578 0.13256562 -0.00160447]
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0.03024394 -0.12738854 0.11589801 0.06663814]
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final_inputs_run [[-1.26150369]
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...,
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final_outputs_run [[-1.26150369]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35878955 -0.19992701 0.1217411 -0.16052217 0.43624099 -0.11137023
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final_inputs_run [[ 0.25530464]
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...,
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final_outputs_run [[ 0.25530464]
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Progress: 1.6% ... Training loss: 0.539 ... Validation loss: 0.892[-0.39540849]
[-0.00424855]
[-0.79778078]
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[ 3.24577809]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
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16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
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16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
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15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
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15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
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15457 0 1 1 ... 0 0 0
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35841864 -0.19974745 0.1215973 -0.16020717 0.43408267 -0.11124903
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final_inputs_run [[ 0.23420728]
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final_outputs_run [[ 0.23420728]
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Progress: 1.6% ... Training loss: 0.539 ... Validation loss: 0.898[ 0.53001128]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
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27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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16874 1 0 -0.192085 1.621165 0.031898 0 0
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0.03000152 0.110454 0.0473765 0.05712296]
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[ 0.08710672 0.14452591 -0.01991438 -0.00433052 0.05512703 -0.03811837
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[ 0.12759853 0.01828994 -0.20606481 -0.20505522 -0.26244273 0.16216121
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[ 0.00968921 -0.04274005 -0.1901107 0.19300569 -0.19217816 -0.01095713
0.00409585 0.08649161 -0.10165761 0.25192409]
[ 0.19373301 0.20890637 -0.09130318 0.25435917 -0.23523975 -0.027731
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0.1117379 -0.03368014 -0.18988824 0.14114124]
[ 0.14327407 -0.14106321 -0.05306503 -0.08841552 -0.34175544 -0.06659566
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0.05091374 0.14522145 0.2636793 -0.00659549]
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0.14822086 0.01107292 -0.05826782 -0.09336564]
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[ 0.04956147 0.02415012 -0.22325329 0.10909053 0.13003964 -0.05652656
0.17714965 0.01731552 -0.01502743 -0.16108524]
[ 0.02204853 0.16949404 0.15270905 -0.04061523 -0.22597164 -0.01793258
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[ 0.11756056 0.01234365 -0.00204338 -0.10389086 -0.08431617 0.05586286
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[-0.14568501 0.16576179 0.1237629 0.04066818 0.15616309 -0.1551946
-0.15281613 -0.13711748 0.00069244 0.13897892]
[ 0.17147613 0.23138519 0.09129314 0.12275728 -0.0574861 -0.25723489
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[ 0.03047109 -0.15651546 0.08774188 0.19531731 -0.03870818 -0.01512601
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[ 0.05300431 0.02836278 0.11245584 -0.0740342 -0.13808161 0.21351523
0.01220877 0.07932577 0.14753036 -0.34141912]
[ 0.19173589 -0.17833662 0.01933872 -0.29704607 0.45435143 -0.10901361
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[ 0.20717329 -0.02192118 -0.09228873 0.14308547 0.26205705 -0.16478091
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[ 0.12320762 0.00960122 0.2424889 -0.22272963 -0.01523856 0.09225316
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[ 0.13942885 0.0909832 -0.09926813 -0.10478595 -0.20222697 0.20192259
0.07004692 -0.19406777 -0.11159386 0.01530078]
[-0.16262812 0.12867786 -0.20009138 -0.0622462 -0.33260212 0.07249944
0.17655321 0.09893674 0.02319564 0.055232 ]
[ 0.0254967 0.07834089 0.0020974 0.05606401 -0.06275357 0.15812182
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[ 0.09364831 -0.28897278 0.08374475 0.07630027 0.03828731 0.14888829
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final_inputs_run [[ 0.24127986]
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...,
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final_outputs_run [[ 0.24127986]
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...,
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Progress: 1.6% ... Training loss: 0.538 ... Validation loss: 0.894[-0.33919882]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
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15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
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15426 1 0 -0.088219 0.740016 -0.821460 0 0
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15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
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15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
0 1
1 1
2 1
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11 1
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14 1
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21 1
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25 0
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... ...
15405 0
15406 0
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.59418880e-01 -2.00839713e-01 1.22664721e-01 -1.61169861e-01
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2.06393331e-01 2.50112275e-02 3.01092070e-02 -1.27269877e-01
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2.63686975e-01 -6.62909310e-03]
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-8.48769112e-02 5.59830316e-02 -1.05662179e-01 6.58261927e-02
2.45462010e-02 2.79683073e-02]
[ -1.45645319e-01 1.65805105e-01 1.23855713e-01 4.06024963e-02
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6.96596458e-04 1.38969923e-01]
[ 1.71313257e-01 2.31153198e-01 9.15195891e-02 1.22552255e-01
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-1.12268758e-01 1.46427189e-01]
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4.54984065e-01 -1.09205404e-01 -1.10824729e-01 1.95484719e-01
1.46547544e-01 -3.08255667e-01]
[ -2.34019416e-01 -1.37544129e-01 2.96227827e-02 -3.47161394e-02
3.90950954e-01 -1.83470812e-01 -1.63368648e-01 1.55352100e-01
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8.97331597e-02 -9.06025401e-02]
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[ -1.62257070e-01 1.29009893e-01 -2.00405416e-01 -6.19262801e-02
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2.31199630e-02 5.56930652e-02]
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7.03905034e-02 3.21161448e-02 1.07599396e-01 -7.70890841e-02
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[ 2.52020080e-02 2.47693900e-02 3.56837601e-02 7.95391940e-02
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[ 9.29609645e-02 -2.89784727e-01 8.45678812e-02 7.55138511e-02
4.01901738e-02 1.48436545e-01 1.82555866e-01 2.93609993e-02
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final_inputs_run [[-1.27802392]
[-1.29574558]
[-1.34469293]
...,
[-0.3077947 ]
[-0.16123706]
[ 0.0436936 ]]
final_outputs_run [[-1.27802392]
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...,
[-0.3077947 ]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
16859 0
16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
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16874 0
[1440 rows x 56 columns]
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final_inputs_run [[ 0.2524759 ]
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final_outputs_run [[ 0.2524759 ]
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Progress: 1.6% ... Training loss: 0.536 ... Validation loss: 0.889[-0.21551413]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
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15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
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Progress: 1.6% ... Training loss: 0.537 ... Validation loss: 0.862[ 0.01579638]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
15422 0
15423 0
15424 0
15425 0
15426 0
15427 0
15428 0
15429 0
15430 0
15431 0
15432 0
15433 0
15434 0
[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35946863 -0.20068045 0.12270698 -0.16113287 0.43358079 -0.11209957
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0.0570713 0.06898604 -0.18246606 0.14605158]
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0.04443136 -0.08317646 -0.08584893 -0.16888305]
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0.05310998 0.05038701 0.00110495 0.08492825]
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0.05852914 0.20525911 0.13256484 -0.00116491]
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0.13450573 -0.16183577 0.18800926 -0.00511873]
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0.0603131 -0.09632865 0.21181178 0.18834186]
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0.02990544 -0.1270786 0.11602087 0.06597595]
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0.16935908 -0.04545681 0.23677628 0.11024909]
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0.05140848 0.14474928 0.26349753 -0.0055975 ]
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0.17679175 0.01761269 -0.01491507 -0.16172649]
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final_inputs_run [[-1.25140096]
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...,
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final_outputs_run [[-1.25140096]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[1440 rows x 56 columns]
self.weights_input_to_hidden [[-0.35946863 -0.20068045 0.12270698 -0.16113287 0.43358079 -0.11209957
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final_inputs_run [[ 0.28402081]
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...,
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final_outputs_run [[ 0.28402081]
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Progress: 1.6% ... Training loss: 0.534 ... Validation loss: 0.873[ 0.3352708]
[ 0.02902199]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[-0.35884736 -0.20007538 0.12228164 -0.16052014 0.43040801 -0.11182644
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final_outputs_run [[-1.24395288]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
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15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15451 1 0 -0.295951 -0.607624 -0.456086 0 0
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15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
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15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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self.weights_input_to_hidden [[-0.35884736 -0.20007538 0.12228164 -0.16052014 0.43040801 -0.11182644
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final_inputs_run [[ 0.29630322]
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final_outputs_run [[ 0.29630322]
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Progress: 1.6% ... Training loss: 0.533 ... Validation loss: 0.869[ 0.87015274]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
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4 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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0.00147675 -0.02902139 0.0457248 0.1362835 ]
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[ 0.10838458 0.19071755 0.03185111 -0.05706282 0.03402363 0.20956791
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[ 0.13041711 0.02095798 -0.20864213 -0.20263446 -0.27148639 0.16368042
0.1699503 -0.04603727 0.23656392 0.111472 ]
[ 0.01199278 -0.04058747 -0.19211754 0.19508956 -0.19928025 -0.00973811
0.00562513 0.08510715 -0.1021973 0.25501445]
[ 0.19563161 0.21066677 -0.09299025 0.2560439 -0.24099282 -0.02674834
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[ 0.12152914 -0.01244491 -0.11178602 -0.06492145 -0.2217031 -0.05113107
0.11335476 -0.03521104 -0.19045506 0.14440123]
[ 0.14548557 -0.13899437 -0.05501851 -0.0864345 -0.34823443 -0.06542279
0.20079591 -0.10962067 -0.11931225 0.11766624]
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0.05231965 0.1438986 0.26317742 -0.00372972]
[-0.15147866 -0.20395366 -0.01841117 -0.21136278 0.34542038 -0.01321703
0.14702654 0.01218838 -0.0578353 -0.0957154 ]
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[ 0.18336713 0.22475647 0.01606549 -0.04254492 0.02999542 0.05503403
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[ 0.04929412 0.02392195 -0.22305384 0.10887719 0.13070063 -0.05668691
0.176967 0.01744858 -0.01497758 -0.16138913]
[ 0.02197253 0.1695093 0.15287658 -0.04075865 -0.22552243 -0.0179708
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[ 0.11627821 0.01122888 -0.0009009 -0.10491613 -0.08090277 0.05516311
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[-0.14533911 0.16620828 0.12360441 0.04090907 0.15528469 -0.15497578
-0.15249752 -0.1374242 0.00057463 0.13950428]
[ 0.17046276 0.23052976 0.09226056 0.12189062 -0.05491254 -0.2577667
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[ 0.03046949 -0.1564999 0.08790682 0.19533637 -0.03857685 -0.01512482
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[ 0.05066526 0.02619083 0.11456756 -0.07610441 -0.13128096 0.21211656
0.01051319 0.08082518 0.14812104 -0.34431858]
[ 0.18802624 -0.18168843 0.02250213 -0.29985136 0.46294065 -0.11098956
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[-0.2365585 -0.14002847 0.03198576 -0.03703891 0.39788586 -0.1848414
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[ 0.2039661 -0.02493468 -0.08948979 0.14029743 0.26998438 -0.16638033
-0.1207594 -0.07732149 0.03395892 -0.11671532]
[-0.28657013 -0.1773276 0.27160523 -0.00638716 -0.08297306 0.08368612
0.1218391 0.17565936 -0.01197592 -0.09102448]
[ 0.12390604 0.01026526 0.24188541 -0.22211867 -0.01729657 0.09263418
0.10784049 0.16728288 0.08955205 -0.08962325]
[ 0.13975214 0.09125761 -0.09949062 -0.10461171 -0.20323857 0.2020827
0.07024791 -0.19424683 -0.11165843 0.01562877]
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final_inputs_run [[ 3.18649864e-01]
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...,
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final_outputs_run [[ 3.18649864e-01]
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...,
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Progress: 1.6% ... Training loss: 0.533 ... Validation loss: 0.860[-0.93033462]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
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15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
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15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
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... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
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15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
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... ... ... ... ... ... ...
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weekday_6
0 1
1 1
2 1
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5 1
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7 1
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9 1
10 1
11 1
12 1
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14 1
15 1
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20 1
21 1
22 1
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25 0
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... ...
15405 0
15406 0
15407 0
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15411 0
15412 0
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15426 0
15427 0
15428 0
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15431 0
15432 0
15433 0
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.59846626e-01 -2.00599207e-01 1.23101865e-01 -1.61086673e-01
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4.73515087e-02 5.75822849e-02]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[1440 rows x 56 columns]
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[ 4.95846497e-02 2.42074090e-02 -2.23338943e-01 1.09147119e-01
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[ 1.15769900e-01 1.08048824e-02 -4.29639170e-04 -1.05346918e-01
-7.93432151e-02 5.49025361e-02 -1.06945800e-01 6.69639519e-02
2.49835125e-02 2.55744424e-02]
[ -1.45472143e-01 1.66103333e-01 1.23694170e-01 4.08010476e-02
1.55798816e-01 -1.55054380e-01 -1.52578060e-01 -1.37345460e-01
6.06465488e-04 1.39344751e-01]
[ 1.70282684e-01 2.30376778e-01 9.24138560e-02 1.21740100e-01
-5.43639326e-02 -2.57841127e-01 -8.26622670e-02 -8.73419901e-02
-1.12039753e-01 1.45249150e-01]
[ 3.06253877e-02 -1.56316193e-01 8.77433539e-02 1.95526379e-01
-3.91378131e-02 -1.50085219e-02 -9.86261230e-02 4.34620957e-02
1.26263217e-01 -1.63413765e-01]
[ 5.05659049e-02 2.60576479e-02 1.14684913e-01 -7.62284797e-02
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1.48157368e-01 -3.44485763e-01]
[ 1.87749141e-01 -1.81927303e-01 2.27386654e-02 -3.00022717e-01
4.63682524e-01 -1.11118446e-01 -1.13386056e-01 1.97726013e-01
1.47475890e-01 -3.12672134e-01]
[ -2.36916893e-01 -1.40388446e-01 3.23382424e-02 -3.73913085e-02
3.98951816e-01 -1.85054508e-01 -1.65429593e-01 1.57215201e-01
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[ 2.03010647e-01 -2.57793043e-02 -8.86571231e-02 1.39480208e-01
2.72558067e-01 -1.66859460e-01 -1.21384927e-01 -7.67141927e-02
3.41946154e-02 -1.17918031e-01]
[ -2.86526126e-01 -1.77296249e-01 2.71584281e-01 -6.34816296e-03
-8.31907495e-02 8.37216140e-02 1.21873107e-01 1.75627715e-01
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[ 1.23854369e-01 1.02135120e-02 2.41934465e-01 -2.22167963e-01
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8.95652207e-02 -8.96928395e-02]
[ 1.39612213e-01 9.11207164e-02 -9.93537307e-02 -1.04754987e-01
-2.02818642e-01 2.02009434e-01 7.01514616e-02 -1.94162216e-01
-1.11622521e-01 1.54416030e-02]
[ -1.60745662e-01 1.30536425e-01 -2.01842680e-01 -6.05367049e-02
-3.38804721e-01 7.35356524e-02 1.77850169e-01 9.77190637e-02
2.27170895e-02 5.78550176e-02]
[ 2.56256871e-02 7.82830499e-02 2.30305551e-03 5.61524025e-02
-6.40273671e-02 1.58029373e-01 -2.96496038e-01 -4.99514765e-02
-3.60379824e-02 -1.61012109e-01]
[ 1.93117298e-02 5.73322784e-03 2.02148516e-01 -1.49372052e-01
-7.88589982e-02 -1.95036527e-01 1.37397667e-01 -1.99396721e-01
1.67536713e-02 1.55738297e-01]
[ 2.87689123e-02 2.44438114e-01 3.88123762e-01 2.07484440e-01
6.35744119e-02 3.33056960e-02 1.09086723e-01 -7.85537793e-02
1.45836499e-01 -2.52701384e-02]
[ 2.41017812e-02 2.37432495e-02 3.67926690e-02 7.85046381e-02
-7.40768111e-02 -1.15395656e-01 9.05963115e-02 -1.49959615e-01
5.63270756e-02 1.03797287e-01]
[ -4.97177727e-02 2.09354122e-01 2.73419670e-01 -1.08258235e-01
-7.43589243e-02 -2.94912657e-02 -1.78981764e-02 9.41375535e-02
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[ -9.23744262e-02 -6.22219335e-04 2.03280338e-01 -3.65109421e-02
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[ 9.01674205e-02 -2.92238348e-01 8.69883522e-02 7.31214926e-02
4.79747231e-02 1.46923069e-01 1.80659900e-01 3.10646491e-02
-1.06626456e-01 1.70852155e-01]]
final_inputs_run [[ 0.31552329]
[ 0.41488194]
[ 0.60555517]
...,
[ 0.32200844]
[-0.00667171]
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final_outputs_run [[ 0.31552329]
[ 0.41488194]
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...,
[ 0.32200844]
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Progress: 1.6% ... Training loss: 0.531 ... Validation loss: 0.863[-0.40816928]
[ 1.28663579]
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[ 0.24933271]
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[ 0.09021886]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
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Progress: 1.7% ... Training loss: 0.530 ... Validation loss: 0.868[ 0.14848744]
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29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.7% ... Training loss: 0.528 ... Validation loss: 0.861[ 0.03043959]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.2866227 ]
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final_outputs_run [[ 0.2866227 ]
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Progress: 1.7% ... Training loss: 0.528 ... Validation loss: 0.874[-0.95780247]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.59331929e-01 -2.00034014e-01 1.23115731e-01 -1.60590080e-01
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final_inputs_run [[-1.25701618]
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...,
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final_outputs_run [[-1.25701618]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
16859 0
16860 0
16861 0
16862 0
16863 0
16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
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final_inputs_run [[ 0.29363294]
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final_outputs_run [[ 0.29363294]
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Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.871[-1.00428677]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
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15424 1 0 -0.088219 0.740016 -0.456086 0 0
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15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
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Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.875[-0.07525566]
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features yr holiday temp hum windspeed season_1 season_2 \
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11 0 0 -0.711414 0.947345 0.764282 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
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16845 0 1 0 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
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15443 0
15444 0
15445 0
15446 0
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15450 0
15451 0
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15460 0
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... ...
16845 0
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final_outputs_run [[ 0.3319772 ]
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Progress: 1.7% ... Training loss: 0.524 ... Validation loss: 0.859[ 0.73933091]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ -9.62938982e-02 1.91183034e-01 1.98557784e-01 3.16560691e-02
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2.11900385e-01 1.87673740e-01]
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3.71915413e-02 2.09055737e-01 -5.40592642e-02 -2.17779057e-01
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[ -1.63319091e-02 -3.40965628e-02 -4.07728753e-03 -1.50781941e-01
2.09280116e-01 2.45001564e-02 2.95129384e-02 -1.26696677e-01
1.16179353e-01 6.52241643e-02]
[ 1.34336559e-01 2.46752086e-02 -2.12012384e-01 -1.99283781e-01
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2.35668995e-01 1.16692386e-01]
[ 1.65739183e-02 -3.61394748e-02 -1.96183413e-01 1.99304107e-01
-2.13723149e-01 -7.27414279e-03 8.74600460e-03 8.22790573e-02
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[ 1.98237238e-01 2.13088986e-01 -9.52054589e-02 2.58345986e-01
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1.00167294e-01 3.50079736e-01]
[ -1.59668512e-01 8.80289736e-02 -2.12240182e-01 1.44432907e-01
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1.08333382e-01 -1.75781950e-01]
[ 1.26347008e-01 -7.91970559e-03 -1.15923869e-01 -6.06888868e-02
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[ 1.50591529e-01 -1.34183289e-01 -5.94148611e-02 -8.19217360e-02
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2.62714039e-01 -1.10506261e-03]
[ -1.54062209e-01 -2.06506980e-01 -1.60442973e-02 -2.13746675e-01
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[ -3.23096095e-01 -3.20167466e-01 -3.84542957e-02 -4.80867975e-02
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3.49518729e-02 5.40449751e-02 -7.04824919e-02 -8.57897026e-02
-2.78826304e-03 -6.04343479e-02]
[ 4.98916472e-02 2.44610620e-02 -2.23562270e-01 1.09336866e-01
1.29305718e-01 -5.64336556e-02 1.77305157e-01 1.70996497e-02
-1.51163175e-02 -1.60627241e-01]
[ 2.21055920e-02 1.69848123e-01 1.52886685e-01 -4.06566948e-02
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-1.53590895e-01 -3.92539189e-02]
[ 1.15406029e-01 1.05821261e-02 -8.86694724e-05 -1.05663951e-01
-7.81750444e-02 5.47456550e-02 -1.07060312e-01 6.71057856e-02
2.50327235e-02 2.52280650e-02]
[ -1.45553292e-01 1.66077925e-01 1.23755763e-01 4.07715941e-02
1.55421097e-01 -1.55138403e-01 -1.52625792e-01 -1.37307807e-01
6.34883602e-04 1.39279016e-01]
[ 1.70258370e-01 2.30416567e-01 9.24697566e-02 1.21780175e-01
-5.38954433e-02 -2.57827600e-01 -8.25887282e-02 -8.73922722e-02
-1.12062883e-01 1.45453505e-01]
[ 3.01995540e-02 -1.56743272e-01 8.82626186e-02 1.95078138e-01
-3.75202768e-02 -1.52286944e-02 -9.88943825e-02 4.37293656e-02
1.26380277e-01 -1.64016337e-01]
[ 4.82037629e-02 2.37211769e-02 1.16782383e-01 -7.83067814e-02
-1.23690162e-01 2.10689426e-01 8.71242544e-03 8.23686407e-02
1.48733288e-01 -3.47375423e-01]
[ 1.82210191e-01 -1.87234839e-01 2.77528830e-02 -3.04545221e-01
4.75406001e-01 -1.14104386e-01 -1.17534012e-01 2.01329842e-01
1.48949883e-01 -3.19474936e-01]
[ -2.40113600e-01 -1.43792775e-01 3.54007940e-02 -4.04896185e-02
4.07341414e-01 -1.86898689e-01 -1.68011209e-01 1.59488189e-01
3.53852726e-01 -2.78111037e-01]
[ 1.99761876e-01 -2.89087442e-02 -8.58751147e-02 1.36579853e-01
2.81048039e-01 -1.68521447e-01 -1.23632945e-01 -7.46677372e-02
3.49817619e-02 -1.22185680e-01]
[ -2.87160199e-01 -1.78202933e-01 2.72367693e-01 -7.17072615e-03
-8.01809986e-02 8.32382262e-02 1.21231284e-01 1.76191517e-01
-1.17632087e-02 -9.21259336e-02]
[ 1.24704202e-01 1.10781365e-02 2.41273416e-01 -2.21505508e-01
-1.98596701e-02 9.30555611e-02 1.08434985e-01 1.66754157e-01
8.93327317e-02 -8.85630639e-02]
[ 1.40259052e-01 9.17404236e-02 -9.98970740e-02 -1.04282425e-01
-2.04921193e-01 2.02346667e-01 7.05640137e-02 -1.94543532e-01
-1.11773419e-01 1.63108953e-02]
[ -1.59163050e-01 1.32074130e-01 -2.03262660e-01 -5.90964492e-02
-3.43798131e-01 7.44193491e-02 1.78928364e-01 9.67403968e-02
2.23304780e-02 6.00482756e-02]
[ 2.52991538e-02 7.79924819e-02 2.76284015e-03 5.59693230e-02
-6.44677569e-02 1.57871201e-01 -2.96862448e-01 -4.97135868e-02
-3.59141844e-02 -1.60830820e-01]
[ 2.10666347e-02 7.05754505e-03 2.01118681e-01 -1.48165706e-01
-8.46786918e-02 -1.94290233e-01 1.38179370e-01 -2.00201028e-01
1.64399639e-02 1.57620703e-01]
[ 2.91631967e-02 2.44772934e-01 3.87955094e-01 2.07827750e-01
6.11642866e-02 3.34608821e-02 1.09133965e-01 -7.86922115e-02
1.45792815e-01 -2.46756834e-02]
[ 2.22176362e-02 2.21199263e-02 3.86067028e-02 7.66959349e-02
-7.02404513e-02 -1.16541555e-01 8.91626668e-02 -1.48705683e-01
5.68257778e-02 1.01498030e-01]
[ -4.97111189e-02 2.09082580e-01 2.73790174e-01 -1.08595130e-01
-7.48543233e-02 -2.96867164e-02 -1.81510821e-02 9.43187350e-02
-2.44934497e-01 2.02083156e-02]
[ -9.20675457e-02 -5.01641834e-04 2.03422555e-01 -3.64561172e-02
-1.07237044e-01 -1.23147276e-01 -1.63402512e-01 -1.39307268e-01
-2.17846026e-01 1.64601251e-02]
[ 9.01545852e-02 -2.92324040e-01 8.72079693e-02 7.30684019e-02
4.67030876e-02 1.46892353e-01 1.80420240e-01 3.12329569e-02
-1.06553903e-01 1.70752279e-01]]
final_inputs_run [[ 0.38237771]
[ 0.45684228]
[ 0.64257943]
...,
[ 0.37027607]
[ 0.0423396 ]
[ 0.02675072]]
final_outputs_run [[ 0.38237771]
[ 0.45684228]
[ 0.64257943]
...,
[ 0.37027607]
[ 0.0423396 ]
[ 0.02675072]]
Progress: 1.7% ... Training loss: 0.526 ... Validation loss: 0.843[ 0.14066884]
[-0.66838061]
[ 2.22301292]
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[ 0.33869484]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
15422 0
15423 0
15424 0
15425 0
15426 0
15427 0
15428 0
15429 0
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15431 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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final_inputs_run [[ 0.37619748]
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final_outputs_run [[ 0.37619748]
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Progress: 1.7% ... Training loss: 0.523 ... Validation loss: 0.846[-0.11730089]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
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final_inputs_run [[ 0.36519843]
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Progress: 1.7% ... Training loss: 0.520 ... Validation loss: 0.848[ 1.20340597]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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15441 0
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final_inputs_run [[ 0.37693571]
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Progress: 1.8% ... Training loss: 0.520 ... Validation loss: 0.844[ 0.04443787]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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final_inputs_run [[-1.26295444]
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final_outputs_run [[-1.26295444]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
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15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
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15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
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15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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15450 0 0 0 1 0 0
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... ... ... ... ... ... ...
16845 1 0 0 0 0 0
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16860 0 1 0 0 0 0
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16864 0 1 0 0 0 0
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16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
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16860 0
16861 0
16862 0
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16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.63404189e-01 -2.04669418e-01 1.27851911e-01 -1.64232179e-01
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[ -1.64682906e-02 -3.42671950e-02 -3.88570376e-03 -1.50957469e-01
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[ 1.86159666e-02 -3.42470787e-02 -1.97981336e-01 2.01094707e-01
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[ 5.03790124e-02 2.49347543e-02 -2.24001181e-01 1.09768012e-01
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[ 2.24358054e-02 1.70271679e-01 1.52674501e-01 -4.03626855e-02
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[ 1.14938688e-01 1.01834063e-02 3.60068665e-04 -1.06068062e-01
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2.51438022e-02 2.46600609e-02]
[ -1.45693974e-01 1.65974668e-01 1.23981428e-01 4.05834863e-02
1.55939522e-01 -1.55256066e-01 -1.52687464e-01 -1.37207238e-01
6.76925556e-04 1.39079670e-01]
[ 1.70847782e-01 2.31099394e-01 9.20060869e-02 1.22344909e-01
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[ 2.97286997e-02 -1.57108417e-01 8.86970691e-02 1.94683420e-01
-3.58298611e-02 -1.54527023e-02 -9.92392214e-02 4.40578999e-02
1.26515183e-01 -1.64628137e-01]
[ 4.70352929e-02 2.25514231e-02 1.17945963e-01 -7.93579223e-02
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1.49113861e-01 -3.48916473e-01]
[ 1.77540021e-01 -1.91444759e-01 3.18021381e-02 -3.07921429e-01
4.85820496e-01 -1.16524471e-01 -1.20967035e-01 2.04336644e-01
1.50266585e-01 -3.25183635e-01]
[ -2.41673073e-01 -1.45581851e-01 3.71294384e-02 -4.21016954e-02
4.11470967e-01 -1.87829709e-01 -1.69308614e-01 1.60717382e-01
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[ 1.98940210e-01 -2.96691526e-02 -8.52141596e-02 1.35895106e-01
2.82913374e-01 -1.68929025e-01 -1.24192230e-01 -7.41448518e-02
3.52008199e-02 -1.23171654e-01]
[ -2.86749826e-01 -1.77847726e-01 2.72050099e-01 -6.82311397e-03
-8.14226513e-02 8.34459258e-02 1.21487019e-01 1.75949518e-01
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[ 1.25039234e-01 1.14119217e-02 2.40979269e-01 -2.21232786e-01
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8.92295924e-02 -8.81370279e-02]
[ 1.40760329e-01 9.22591926e-02 -1.00376744e-01 -1.03844729e-01
-2.06652274e-01 2.02602268e-01 7.09273908e-02 -1.94880814e-01
-1.11907550e-01 1.70293981e-02]
[ -1.58739510e-01 1.32471246e-01 -2.03660191e-01 -5.87235187e-02
-3.45107436e-01 7.46419845e-02 1.79213817e-01 9.64677149e-02
2.22187368e-02 6.06329646e-02]
[ 2.57932734e-02 7.83422589e-02 2.46340073e-03 5.63365198e-02
-6.60475767e-02 1.58043381e-01 -2.96624783e-01 -4.99368828e-02
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[ 2.18758208e-02 7.91703633e-03 2.00418572e-01 -1.47342731e-01
-8.92332489e-02 -1.93970267e-01 1.38581291e-01 -2.00670431e-01
1.62564986e-02 1.58909480e-01]
[ 2.90980943e-02 2.44468273e-01 3.88425685e-01 2.07613116e-01
6.08253020e-02 3.32821068e-02 1.08845701e-01 -7.84127871e-02
1.45908512e-01 -2.50977102e-02]
[ 2.26680309e-02 2.26039361e-02 3.82629678e-02 7.72000244e-02
-7.22450174e-02 -1.16354318e-01 8.93811499e-02 -1.48992630e-01
5.67253449e-02 1.02216764e-01]
[ -5.01213821e-02 2.09083432e-01 2.74031998e-01 -1.08582480e-01
-7.53731899e-02 -2.97776362e-02 -1.82229807e-02 9.43443702e-02
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[ -9.08459835e-02 5.98785151e-04 2.02558428e-01 -3.54205474e-02
-1.11600839e-01 -1.22646936e-01 -1.62777238e-01 -1.39904599e-01
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[ 9.10863473e-02 -2.91473625e-01 8.63708588e-02 7.39552165e-02
4.29515178e-02 1.47313042e-01 1.80838560e-01 3.07052686e-02
-1.06755624e-01 1.72066563e-01]]
final_inputs_run [[ 0.34307303]
[ 0.40537766]
[ 0.5873309 ]
...,
[ 0.32411565]
[-0.003972 ]
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final_outputs_run [[ 0.34307303]
[ 0.40537766]
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...,
[ 0.32411565]
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Progress: 1.8% ... Training loss: 0.518 ... Validation loss: 0.853[ 0.91258207]
[ 1.1011386]
[ 0.6065687]
[ 0.3364109]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
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15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
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15461 1 0 -0.295951 -1.125947 1.374057 0 0
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16845 1 0 -0.711414 1.569333 -0.211685 0 0
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16855 1 0 -0.607548 1.621165 -0.699669 0 0
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16860 1 0 -0.607548 1.621165 0.519881 0 0
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16864 1 0 -0.192085 1.621165 0.276298 0 0
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16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
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15446 0 1 0 ... 0 0 0
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15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
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final_outputs_run [[ 0.32825783]
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Progress: 1.8% ... Training loss: 0.517 ... Validation loss: 0.857[ 1.0714757]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 1.8% ... Training loss: 0.515 ... Validation loss: 0.842[-0.63982396]
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features yr holiday temp hum windspeed season_1 season_2 \
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2 0 0 -1.438475 0.895513 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.31417205]
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final_outputs_run [[ 0.31417205]
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Progress: 1.8% ... Training loss: 0.515 ... Validation loss: 0.860[ 0.50291937]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[ -1.68294383e-02 -3.46117412e-02 -3.55652543e-03 -1.51273585e-01
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[ 1.39059995e-01 2.92066867e-02 -2.16233419e-01 -1.95312903e-01
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[ 2.05506252e-02 -3.24513473e-02 -1.99649802e-01 2.02809805e-01
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-2.68173812e-01 -2.22501295e-02 -2.90083517e-02 1.26257269e-01
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[ 5.10987460e-02 2.56140825e-02 -2.24642246e-01 1.10395745e-01
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[ 1.14700373e-01 1.00512720e-02 5.71053585e-04 -1.06257887e-01
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2.51772707e-02 2.43816220e-02]
[ -1.46924219e-01 1.64818907e-01 1.25266866e-01 3.94644135e-02
1.59011028e-01 -1.55915703e-01 -1.53541111e-01 -1.36416133e-01
1.00912839e-03 1.37345033e-01]
[ 1.70929938e-01 2.31284663e-01 9.19964978e-02 1.22425320e-01
-5.57155178e-02 -2.57510071e-01 -8.19968988e-02 -8.79181072e-02
-1.12282381e-01 1.46533568e-01]
[ 3.00690622e-02 -1.56629871e-01 8.84948017e-02 1.94964549e-01
-3.71089997e-02 -1.52955707e-02 -9.89732320e-02 4.38314930e-02
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[ 4.63810632e-02 2.19041765e-02 1.18585740e-01 -7.99754859e-02
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[ 1.73795961e-01 -1.95062829e-01 3.50914229e-02 -3.10955472e-01
4.95849717e-01 -1.18484193e-01 -1.23778258e-01 2.06760463e-01
1.51254802e-01 -3.30178752e-01]
[ -2.44733960e-01 -1.48721472e-01 4.01542442e-02 -4.49644170e-02
4.20203212e-01 -1.89579083e-01 -1.71831955e-01 1.62894506e-01
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[ 1.96411510e-01 -3.21112834e-02 -8.29276367e-02 1.33592728e-01
2.90303240e-01 -1.70217418e-01 -1.25976692e-01 -7.25246886e-02
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[ -2.86818799e-01 -1.77915637e-01 2.72099216e-01 -6.86047043e-03
-8.12626013e-02 8.34239710e-02 1.21459818e-01 1.75971505e-01
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[ 1.41178858e-01 9.26703102e-02 -1.00742559e-01 -1.03508059e-01
-2.07946585e-01 2.02819983e-01 7.12089484e-02 -1.95137226e-01
-1.12005255e-01 1.76001271e-02]
[ -1.57860110e-01 1.33380993e-01 -2.04467474e-01 -5.79258159e-02
-3.48354286e-01 7.51218089e-02 1.79854623e-01 9.59153604e-02
2.19986815e-02 6.18847132e-02]
[ 2.44955798e-02 7.74569853e-02 3.47695526e-03 5.53697809e-02
-6.37801709e-02 1.57494492e-01 -2.97331970e-01 -4.92586259e-02
-3.56837624e-02 -1.61761298e-01]
[ 2.16453054e-02 7.72634036e-03 2.00820377e-01 -1.47483392e-01
-9.05034789e-02 -1.94153260e-01 1.38181446e-01 -2.00431995e-01
1.63484445e-02 1.58596295e-01]
[ 3.17608534e-02 2.47037465e-01 3.86322622e-01 2.10001589e-01
5.25395507e-02 3.46410765e-02 1.10665952e-01 -8.00675664e-02
1.45267761e-01 -2.15768150e-02]
[ 2.45164661e-02 2.42025840e-02 3.68198594e-02 7.85753049e-02
-7.73431943e-02 -1.15566628e-01 9.04968691e-02 -1.50014209e-01
5.63239243e-02 1.04476653e-01]
[ -4.87626773e-02 2.10339678e-01 2.73076941e-01 -1.07498689e-01
-7.96852115e-02 -2.91266068e-02 -1.73747952e-02 9.36153172e-02
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[ -9.09264876e-02 4.31244847e-04 2.02732125e-01 -3.54761212e-02
-1.12032825e-01 -1.22731606e-01 -1.62916003e-01 -1.39753369e-01
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[ 9.03522256e-02 -2.92373149e-01 8.72707539e-02 7.30494871e-02
4.44400169e-02 1.46739897e-01 1.79912607e-01 3.14155660e-02
-1.06451156e-01 1.70651681e-01]]
final_inputs_run [[ 0.29112925]
[ 0.34374425]
[ 0.52418502]
...,
[ 0.27783467]
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final_outputs_run [[ 0.29112925]
[ 0.34374425]
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...,
[ 0.27783467]
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Progress: 1.8% ... Training loss: 0.518 ... Validation loss: 0.871[-0.05002059]
[ 0.10069321]
[ 1.09662009]
[ 0.31491361]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
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Progress: 1.8% ... Training loss: 0.516 ... Validation loss: 0.866[ 0.62136582]
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features yr holiday temp hum windspeed season_1 season_2 \
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15462 1 0 -0.192085 -1.385109 -1.553844 0 0
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... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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15441 0
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15445 0
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final_inputs_run [[ 0.40777222]
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final_outputs_run [[ 0.40777222]
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Progress: 1.8% ... Training loss: 0.512 ... Validation loss: 0.832[ 0.72159389]
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features yr holiday temp hum windspeed season_1 season_2 \
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1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
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6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.39595533]
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final_outputs_run [[ 0.39595533]
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Progress: 1.8% ... Training loss: 0.509 ... Validation loss: 0.834[ 0.40355306]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
self.weights_input_to_hidden [[ -3.67726339e-01 -2.09183428e-01 1.32956171e-01 -1.68422031e-01
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4.64657532e-02 1.32861364e-01]
[ 8.75472213e-02 1.44722152e-01 -1.97292232e-02 -4.39749704e-03
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8.13477160e-02 -5.31506683e-02 -8.60923344e-02 -2.60009196e-01
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2.13612886e-01 2.37258753e-02 2.85135193e-02 -1.25815963e-01
1.16508637e-01 6.32925715e-02]
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2.34136524e-01 1.25332599e-01]
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-1.04714949e-01 2.68756261e-01]
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-2.72939103e-01 -2.15118480e-02 -2.79598675e-02 1.25356247e-01
9.82611092e-02 3.60349469e-01]
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-3.24111616e-01 -9.24405248e-02 -1.14350445e-01 1.49611544e-02
1.07061949e-01 -1.68966247e-01]
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2.61692371e-01 4.56805861e-03]
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-5.69461521e-02 -1.00438916e-01]
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1.22773047e-01 -5.53958610e-02 1.78729428e-01 1.57517444e-02
-1.56452430e-02 -1.57695761e-01]
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-2.22598754e-01 -1.85392230e-02 -1.77631712e-02 7.69170515e-02
-1.53312086e-01 -4.09743750e-02]
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-7.47192777e-02 5.41296905e-02 -1.07816510e-01 6.78351480e-02
2.53053606e-02 2.37173346e-02]
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1.19248183e-03 1.36254640e-01]
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-5.70957125e-02 -2.57351550e-01 -8.17442501e-02 -8.81787676e-02
-1.12397786e-01 1.47104731e-01]
[ 3.01665206e-02 -1.56319615e-01 8.83215758e-02 1.95208455e-01
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1.49601065e-01 -3.51353593e-01]
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5.02233267e-01 -1.19871687e-01 -1.25960513e-01 2.08541513e-01
1.52010205e-01 -3.33572741e-01]
[ -2.47763779e-01 -1.51854771e-01 4.31073927e-02 -4.79172616e-02
4.29374399e-01 -1.91234150e-01 -1.74325440e-01 1.65012312e-01
3.56033127e-01 -2.89385275e-01]
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2.99730295e-01 -1.71824031e-01 -1.28520986e-01 -7.03574501e-02
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8.90581189e-02 -8.73609121e-02]
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-2.09177168e-01 2.03003120e-01 7.14464838e-02 -1.95350703e-01
-1.12091071e-01 1.81292008e-02]
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2.17991848e-02 6.30501184e-02]
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1.70126241e-02 1.55068858e-01]
[ 3.17077448e-02 2.47127779e-01 3.86407215e-01 2.10110673e-01
5.17749998e-02 3.46291885e-02 1.10523079e-01 -7.99919110e-02
1.45279038e-01 -2.14143827e-02]
[ 2.32487218e-02 2.31213347e-02 3.81064385e-02 7.76218397e-02
-7.53164262e-02 -1.16179141e-01 8.95231178e-02 -1.49222740e-01
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[ -9.09732111e-02 3.53492237e-04 2.02951588e-01 -3.56535756e-02
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[ 8.94072047e-02 -2.93230104e-01 8.81534460e-02 7.21232332e-02
4.64562005e-02 1.46165966e-01 1.79014963e-01 3.20999590e-02
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final_inputs_run [[-1.22898612]
[-1.24683119]
[-1.29649469]
...,
[-0.22516546]
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[ 0.16741897]]
final_outputs_run [[-1.22898612]
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...,
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
16847 1 0 -0.711414 1.569333 -0.821460 0 0
16848 1 0 -0.607548 1.621165 -0.821460 0 0
16849 1 0 -0.711414 1.932159 -0.821460 0 0
16850 1 0 -0.711414 1.932159 -0.699669 0 0
16851 1 0 -0.711414 1.569333 -0.699669 0 0
16852 1 0 -0.711414 1.932159 -0.821460 0 0
16853 1 0 -0.711414 1.932159 -0.821460 0 0
16854 1 0 -0.711414 1.932159 -1.553844 0 0
16855 1 0 -0.607548 1.621165 -0.699669 0 0
16856 1 0 -0.607548 1.621165 -0.699669 0 0
16857 1 0 -0.607548 1.621165 -0.699669 0 0
16858 1 0 -0.607548 1.621165 -0.699669 0 0
16859 1 0 -0.607548 1.621165 -0.211685 0 0
16860 1 0 -0.607548 1.621165 0.519881 0 0
16861 1 0 -0.399817 1.932159 0.519881 0 0
16862 1 0 -0.399817 1.932159 0.276298 0 0
16863 1 0 -0.295951 1.621165 0.276298 0 0
16864 1 0 -0.192085 1.621165 0.276298 0 0
16865 1 0 -0.295951 1.932159 0.276298 0 0
16866 1 0 -0.295951 1.932159 0.276298 0 0
16867 1 0 0.015647 1.621165 0.276298 0 0
16868 1 0 0.015647 1.258339 -0.211685 0 0
16869 1 0 0.015647 1.310171 -0.699669 0 0
16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
15452 0 1 1 ... 0 0 0
15453 0 1 1 ... 0 0 0
15454 0 1 1 ... 0 0 0
15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
16847 0 1 0 ... 0 0 0
16848 0 1 0 ... 0 0 0
16849 0 1 0 ... 0 0 0
16850 0 1 0 ... 1 0 0
16851 0 1 0 ... 0 1 0
16852 0 1 0 ... 0 0 1
16853 0 1 0 ... 0 0 0
16854 0 1 0 ... 0 0 0
16855 0 1 0 ... 0 0 0
16856 0 1 0 ... 0 0 0
16857 0 1 0 ... 0 0 0
16858 0 1 0 ... 0 0 0
16859 0 1 0 ... 0 0 0
16860 0 1 0 ... 0 0 0
16861 0 1 0 ... 0 0 0
16862 0 1 0 ... 0 0 0
16863 0 1 0 ... 0 0 0
16864 0 1 0 ... 0 0 0
16865 0 1 0 ... 0 0 0
16866 0 1 0 ... 0 0 0
16867 0 1 0 ... 0 0 0
16868 0 1 0 ... 0 0 0
16869 0 1 0 ... 0 0 0
16870 0 1 0 ... 0 0 0
16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
15436 0 0 0 1 0 0
15437 0 0 0 1 0 0
15438 0 0 0 1 0 0
15439 0 0 0 1 0 0
15440 0 0 0 1 0 0
15441 0 0 0 1 0 0
15442 0 0 0 1 0 0
15443 0 0 0 1 0 0
15444 0 0 0 1 0 0
15445 0 0 0 1 0 0
15446 0 0 0 1 0 0
15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
15452 0 0 0 0 1 0
15453 0 0 0 0 1 0
15454 0 0 0 0 1 0
15455 0 0 0 0 1 0
15456 0 0 0 0 1 0
15457 0 0 0 0 1 0
15458 0 0 0 0 1 0
15459 0 0 0 0 1 0
15460 0 0 0 0 1 0
15461 0 0 0 0 1 0
15462 0 0 0 0 1 0
15463 0 0 0 0 1 0
15464 0 0 0 0 1 0
... ... ... ... ... ... ...
16845 1 0 0 0 0 0
16846 1 0 0 0 0 0
16847 1 0 0 0 0 0
16848 1 0 0 0 0 0
16849 1 0 0 0 0 0
16850 1 0 0 0 0 0
16851 1 0 0 0 0 0
16852 1 0 0 0 0 0
16853 0 1 0 0 0 0
16854 0 1 0 0 0 0
16855 0 1 0 0 0 0
16856 0 1 0 0 0 0
16857 0 1 0 0 0 0
16858 0 1 0 0 0 0
16859 0 1 0 0 0 0
16860 0 1 0 0 0 0
16861 0 1 0 0 0 0
16862 0 1 0 0 0 0
16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
16866 0 1 0 0 0 0
16867 0 1 0 0 0 0
16868 0 1 0 0 0 0
16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
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final_inputs_run [[ 0.39855521]
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final_outputs_run [[ 0.39855521]
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Progress: 1.8% ... Training loss: 0.508 ... Validation loss: 0.832[ 0.02035385]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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Progress: 1.9% ... Training loss: 0.508 ... Validation loss: 0.843[-0.84505628]
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features yr holiday temp hum windspeed season_1 season_2 \
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9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
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22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
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25 0 0 -0.295951 1.621165 0.519881 1 0
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27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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Progress: 1.9% ... Training loss: 0.506 ... Validation loss: 0.833[ 0.30695732]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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[ -6.19590564e-02 1.50951012e-01 -1.00507383e-01 -2.89173486e-01
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[ -8.70667159e-02 2.00221972e-01 1.90734894e-01 3.99759570e-02
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-3.37805342e-03 -8.07594350e-02]
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2.03716340e-01 -6.52151051e-02 5.88052755e-02 -9.49989179e-02
2.12342908e-01 1.85074198e-01]
[ 1.05173649e-01 1.87923650e-01 3.44149340e-02 -5.97107186e-02
4.37628179e-02 2.07894177e-01 -5.55955115e-02 -2.16461412e-01
-8.48476116e-02 1.50655798e-01]
[ -1.77080686e-02 -3.55149689e-02 -2.78051974e-03 -1.52142160e-01
2.13894833e-01 2.36692113e-02 2.84500287e-02 -1.25765047e-01
1.16538163e-01 6.32134317e-02]
[ 1.42446036e-01 3.25165816e-02 -2.19259273e-01 -1.92458919e-01
-3.09949318e-01 1.70049440e-01 1.78015903e-01 -5.34792536e-02
2.33671884e-01 1.27854159e-01]
[ 2.39254420e-02 -2.91860212e-02 -2.02644355e-01 2.05858676e-01
-2.37056165e-01 -3.52728325e-03 1.37064331e-02 7.77732962e-02
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[ 2.07080615e-01 2.21260178e-01 -1.02924187e-01 2.66046043e-01
-2.76264882e-01 -2.09634728e-02 -2.72423839e-02 1.24725182e-01
9.80012487e-02 3.61767585e-01]
[ -1.51842628e-01 9.56824554e-02 -2.19308742e-01 1.51574981e-01
-3.33546045e-01 -9.08936194e-02 -1.12257175e-01 1.30934825e-02
1.06288306e-01 -1.64814008e-01]
[ 1.34010245e-01 -5.64236754e-04 -1.22803408e-01 -5.38270704e-02
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[ 1.58795887e-01 -1.26373097e-01 -6.66245573e-02 -7.46703262e-02
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-1.22624199e-01 1.35551200e-01]
[ -9.86524259e-03 1.13949350e-01 -1.17033892e-01 5.64671845e-02
-4.95622727e-02 8.31617791e-02 5.68836542e-02 1.39780667e-01
2.61538425e-01 5.36910934e-03]
[ -1.56023169e-01 -2.08451027e-01 -1.41372721e-02 -2.15526119e-01
3.59712328e-01 -1.56166372e-02 1.43906153e-01 1.51169563e-02
-5.66634402e-02 -1.01947878e-01]
[ -3.35843587e-01 -3.33033432e-01 -2.67569075e-02 -5.98583274e-02
2.95566597e-01 -9.62631847e-02 -2.05967601e-01 1.31947610e-01
-1.38509131e-01 -3.40961562e-01]
[ 1.78702889e-01 2.20553927e-01 2.05457475e-02 -4.70005987e-02
4.44098232e-02 5.24008378e-02 -7.26139791e-02 -8.38118375e-02
-1.99260249e-03 -6.46426701e-02]
[ 5.27817889e-02 2.72905318e-02 -2.26120024e-01 1.11899295e-01
1.20230568e-01 -5.49986185e-02 1.79265651e-01 1.52723858e-02
-1.58455879e-02 -1.56631050e-01]
[ 2.07056671e-02 1.68762960e-01 1.54521519e-01 -4.20892244e-02
-2.21994632e-01 -1.86375801e-02 -1.78920394e-02 7.70392460e-02
-1.53252278e-01 -4.12315131e-02]
[ 1.12967408e-01 8.47074461e-03 2.20443269e-03 -1.07759554e-01
-7.10484116e-02 5.35235968e-02 -1.08587818e-01 6.85646404e-02
2.56101842e-02 2.21899464e-02]
[ -1.47710060e-01 1.64172329e-01 1.25983258e-01 3.89111755e-02
1.61078086e-01 -1.56350368e-01 -1.53951651e-01 -1.36038599e-01
1.15568235e-03 1.36461316e-01]
[ 1.71052239e-01 2.31539138e-01 9.20052374e-02 1.22489242e-01
-5.63797390e-02 -2.57524183e-01 -8.19125275e-02 -8.80228770e-02
-1.12337288e-01 1.46838246e-01]
[ 2.98879821e-02 -1.56502594e-01 8.85609243e-02 1.95004341e-01
-3.69940057e-02 -1.52845971e-02 -9.88519022e-02 4.37282598e-02
1.26393407e-01 -1.64236107e-01]
[ 4.38945716e-02 1.93811416e-02 1.20961531e-01 -8.22760510e-02
-1.10384119e-01 2.08149816e-01 5.31038556e-03 8.53560230e-02
1.50003140e-01 -3.53235297e-01]
[ 1.69926979e-01 -1.98905428e-01 3.86544663e-02 -3.13996527e-01
5.05248816e-01 -1.20535996e-01 -1.26908838e-01 2.09336853e-01
1.52337619e-01 -3.35190770e-01]
[ -2.48061796e-01 -1.52172668e-01 4.34267178e-02 -4.82215245e-02
4.30005497e-01 -1.91411683e-01 -1.74596029e-01 1.65243819e-01
3.56140493e-01 -2.89814947e-01]
[ 1.91710892e-01 -3.66494788e-02 -7.87503769e-02 1.29493976e-01
3.02857802e-01 -1.72478241e-01 -1.29515888e-01 -6.95037444e-02
3.70411315e-02 -1.32921226e-01]
[ -2.87085477e-01 -1.78297744e-01 2.72434645e-01 -7.20633342e-03
-8.00566816e-02 8.32298778e-02 1.21185050e-01 1.76200297e-01
-1.17761384e-02 -9.21935369e-02]
[ 1.25604267e-01 1.19528107e-02 2.40630711e-01 -2.20875515e-01
-2.26404457e-02 9.35254571e-02 1.09084895e-01 1.66152270e-01
8.90677899e-02 -8.74240651e-02]
[ 1.41679497e-01 9.31862913e-02 -1.01218872e-01 -1.03070107e-01
-2.09731694e-01 2.03084313e-01 7.15555749e-02 -1.95454374e-01
-1.12132959e-01 1.83611836e-02]
[ -1.55815923e-01 1.35493512e-01 -2.06416645e-01 -5.60111065e-02
-3.55250680e-01 7.62586906e-02 1.81385563e-01 9.45604012e-02
2.14481473e-02 6.49015934e-02]
[ 2.31483672e-02 7.61556825e-02 4.79766415e-03 5.42411209e-02
-6.00868503e-02 1.56737897e-01 -2.98410020e-01 -4.83663582e-02
-3.52899361e-02 -1.63471816e-01]
[ 2.11310949e-02 7.11055305e-03 2.01540256e-01 -1.48127952e-01
-8.99952393e-02 -1.94506625e-01 1.37433526e-01 -1.99932226e-01
1.65307582e-02 1.57778076e-01]
[ 3.11685589e-02 2.46424587e-01 3.87014724e-01 2.09501763e-01
5.25057983e-02 3.42452735e-02 1.10023545e-01 -7.95888440e-02
1.45452666e-01 -2.22323813e-02]
[ 2.34198687e-02 2.34692704e-02 3.78997687e-02 7.78651094e-02
-7.59730904e-02 -1.16082714e-01 8.96941154e-02 -1.49415532e-01
5.65469471e-02 1.03367398e-01]
[ -4.57476620e-02 2.13286741e-01 2.70668798e-01 -1.04912565e-01
-9.00503949e-02 -2.75335863e-02 -1.52755429e-02 9.17321128e-02
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[ -9.11165652e-02 1.97754751e-04 2.03158585e-01 -3.57548030e-02
-1.12308061e-01 -1.22873411e-01 -1.63165087e-01 -1.39536322e-01
-2.17905511e-01 1.77724304e-02]
[ 8.97618109e-02 -2.92944455e-01 8.80570497e-02 7.22565202e-02
4.51573212e-02 1.46265857e-01 1.79094378e-01 3.20110546e-02
-1.06211465e-01 1.69553121e-01]]
final_inputs_run [[ 0.38152706]
[ 0.40916327]
[ 0.58077973]
...,
[ 0.35407818]
[ 0.01905806]
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final_outputs_run [[ 0.38152706]
[ 0.40916327]
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...,
[ 0.35407818]
[ 0.01905806]
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Progress: 1.9% ... Training loss: 0.505 ... Validation loss: 0.836[-0.64449598]
[ 0.05182561]
[ 1.41718929]
[ 0.12902848]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
19 0 0 0 0 0 0
20 0 0 0 0 0 0
21 0 0 0 0 0 0
22 0 0 0 0 0 0
23 0 0 0 0 0 0
24 1 0 0 0 0 0
25 1 0 0 0 0 0
26 1 0 0 0 0 0
27 1 0 0 0 0 0
28 1 0 0 0 0 0
29 1 0 0 0 0 0
... ... ... ... ... ... ...
15405 0 0 1 0 0 0
15406 0 0 1 0 0 0
15407 0 0 1 0 0 0
15408 0 0 1 0 0 0
15409 0 0 1 0 0 0
15410 0 0 1 0 0 0
15411 0 0 1 0 0 0
15412 0 0 1 0 0 0
15413 0 0 1 0 0 0
15414 0 0 1 0 0 0
15415 0 0 1 0 0 0
15416 0 0 1 0 0 0
15417 0 0 1 0 0 0
15418 0 0 1 0 0 0
15419 0 0 1 0 0 0
15420 0 0 1 0 0 0
15421 0 0 1 0 0 0
15422 0 0 1 0 0 0
15423 0 0 1 0 0 0
15424 0 0 1 0 0 0
15425 0 0 1 0 0 0
15426 0 0 1 0 0 0
15427 0 0 0 1 0 0
15428 0 0 0 1 0 0
15429 0 0 0 1 0 0
15430 0 0 0 1 0 0
15431 0 0 0 1 0 0
15432 0 0 0 1 0 0
15433 0 0 0 1 0 0
15434 0 0 0 1 0 0
weekday_6
0 1
1 1
2 1
3 1
4 1
5 1
6 1
7 1
8 1
9 1
10 1
11 1
12 1
13 1
14 1
15 1
16 1
17 1
18 1
19 1
20 1
21 1
22 1
23 1
24 0
25 0
26 0
27 0
28 0
29 0
... ...
15405 0
15406 0
15407 0
15408 0
15409 0
15410 0
15411 0
15412 0
15413 0
15414 0
15415 0
15416 0
15417 0
15418 0
15419 0
15420 0
15421 0
15422 0
15423 0
15424 0
15425 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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Progress: 1.9% ... Training loss: 0.506 ... Validation loss: 0.816[-0.09845742]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
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Progress: 1.9% ... Training loss: 0.503 ... Validation loss: 0.820[-0.51172894]
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features yr holiday temp hum windspeed season_1 season_2 \
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8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
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11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
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18 0 0 -0.399817 1.310171 0.519881 1 0
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20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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[15435 rows x 56 columns]
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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weekday_6
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final_inputs_run [[ 0.44980845]
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final_outputs_run [[ 0.44980845]
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Progress: 1.9% ... Training loss: 0.502 ... Validation loss: 0.814[-0.78618652]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
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15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
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weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
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weekday_6
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[15435 rows x 56 columns]
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final_inputs_run [[-1.24841618]
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final_outputs_run [[-1.24841618]
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features yr holiday temp hum windspeed season_1 season_2 \
15435 1 0 0.015647 0.740016 -0.211685 0 0
15436 1 0 0.223378 -0.141133 0.764282 0 0
15437 1 0 0.327244 -0.555792 0.886073 0 0
15438 1 0 0.223378 -0.555792 0.031898 0 0
15439 1 0 0.223378 -0.348463 0.276298 0 0
15440 1 0 0.327244 -0.711289 -1.553844 0 0
15441 1 0 0.534976 -1.177780 -0.211685 0 0
15442 1 0 0.534976 -1.177780 -0.211685 0 0
15443 1 0 0.534976 -1.177780 0.276298 0 0
15444 1 0 0.431110 -1.022283 0.276298 0 0
15445 1 0 0.327244 -0.711289 -0.211685 0 0
15446 1 0 0.327244 -0.866786 3.204199 0 0
15447 1 0 0.119512 -0.763121 2.471815 0 0
15448 1 0 0.015647 -0.607624 1.374057 0 0
15449 1 0 -0.192085 -0.400295 0.886073 0 0
15450 1 0 -0.295951 -0.244798 0.031898 0 0
15451 1 0 -0.295951 -0.607624 -0.456086 0 0
15452 1 0 -0.295951 -0.814953 0.031898 0 0
15453 1 0 -0.399817 -0.659457 -0.456086 0 0
15454 1 0 -0.399817 -0.814953 0.886073 0 0
15455 1 0 -0.503683 -0.659457 0.519881 0 0
15456 1 0 -0.711414 -0.659457 -0.211685 0 0
15457 1 0 -0.711414 -0.659457 -0.211685 0 0
15458 1 0 -0.711414 -0.659457 0.519881 0 0
15459 1 0 -0.607548 -0.866786 1.618457 0 0
15460 1 0 -0.503683 -1.022283 1.618457 0 0
15461 1 0 -0.295951 -1.125947 1.374057 0 0
15462 1 0 -0.192085 -1.385109 -1.553844 0 0
15463 1 0 -0.192085 -1.385109 -1.553844 0 0
15464 1 0 0.015647 -1.644271 -0.699669 0 0
... .. ... ... ... ... ... ...
16845 1 0 -0.711414 1.569333 -0.211685 0 0
16846 1 0 -0.711414 1.569333 -0.456086 0 0
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16858 1 0 -0.607548 1.621165 -0.699669 0 0
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16863 1 0 -0.295951 1.621165 0.276298 0 0
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16870 1 0 -0.088219 0.999178 0.764282 0 0
16871 1 0 -0.192085 1.310171 0.764282 0 0
16872 1 0 0.119512 0.740016 0.764282 0 0
16873 1 0 -0.192085 1.310171 0.519881 0 0
16874 1 0 -0.192085 1.621165 0.031898 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
15435 0 1 1 ... 0 0 0
15436 0 1 1 ... 0 0 0
15437 0 1 1 ... 0 0 0
15438 0 1 1 ... 0 0 0
15439 0 1 1 ... 0 0 0
15440 0 1 1 ... 0 0 0
15441 0 1 1 ... 0 0 0
15442 0 1 1 ... 0 0 0
15443 0 1 1 ... 0 0 0
15444 0 1 1 ... 0 0 0
15445 0 1 0 ... 0 0 0
15446 0 1 0 ... 0 0 0
15447 0 1 1 ... 0 0 0
15448 0 1 1 ... 1 0 0
15449 0 1 1 ... 0 1 0
15450 0 1 1 ... 0 0 1
15451 0 1 1 ... 0 0 0
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15455 0 1 1 ... 0 0 0
15456 0 1 1 ... 0 0 0
15457 0 1 1 ... 0 0 0
15458 0 1 1 ... 0 0 0
15459 0 1 1 ... 0 0 0
15460 0 1 1 ... 0 0 0
15461 0 1 1 ... 0 0 0
15462 0 1 1 ... 0 0 0
15463 0 1 1 ... 0 0 0
15464 0 1 1 ... 0 0 0
... ... ... ... ... ... ... ...
16845 0 1 0 ... 0 0 0
16846 0 1 0 ... 0 0 0
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16858 0 1 0 ... 0 0 0
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16871 0 1 0 ... 0 0 0
16872 0 1 1 ... 0 0 0
16873 0 1 1 ... 0 0 0
16874 0 1 0 ... 1 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
15435 0 0 0 1 0 0
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15447 0 0 0 1 0 0
15448 0 0 0 1 0 0
15449 0 0 0 1 0 0
15450 0 0 0 1 0 0
15451 0 0 0 0 1 0
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... ... ... ... ... ... ...
16845 1 0 0 0 0 0
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16855 0 1 0 0 0 0
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16860 0 1 0 0 0 0
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16863 0 1 0 0 0 0
16864 0 1 0 0 0 0
16865 0 1 0 0 0 0
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16869 0 1 0 0 0 0
16870 0 1 0 0 0 0
16871 0 1 0 0 0 0
16872 0 1 0 0 0 0
16873 0 1 0 0 0 0
16874 0 1 0 0 0 0
weekday_6
15435 0
15436 0
15437 0
15438 0
15439 0
15440 0
15441 0
15442 0
15443 0
15444 0
15445 0
15446 0
15447 0
15448 0
15449 0
15450 0
15451 0
15452 0
15453 0
15454 0
15455 0
15456 0
15457 0
15458 0
15459 0
15460 0
15461 0
15462 0
15463 0
15464 0
... ...
16845 0
16846 0
16847 0
16848 0
16849 0
16850 0
16851 0
16852 0
16853 0
16854 0
16855 0
16856 0
16857 0
16858 0
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16860 0
16861 0
16862 0
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16864 0
16865 0
16866 0
16867 0
16868 0
16869 0
16870 0
16871 0
16872 0
16873 0
16874 0
[1440 rows x 56 columns]
self.weights_input_to_hidden [[ -3.70478312e-01 -2.12368128e-01 1.36410876e-01 -1.71434418e-01
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[ -1.69188174e-02 -3.47729326e-02 -3.50680666e-03 -1.51460687e-01
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1.16315200e-01 6.42774923e-02]
[ 1.44592425e-01 3.46222082e-02 -2.21259767e-01 -1.90602292e-01
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[ 2.50072355e-02 -2.81453832e-02 -2.03608200e-01 2.06797132e-01
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[ -1.49197345e-01 9.83055082e-02 -2.21710722e-01 1.54007807e-01
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[ -1.55655637e-01 -2.08191545e-01 -1.44696184e-02 -2.15269239e-01
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4.70076871e-02 5.19807420e-02 -7.32030145e-02 -8.32818996e-02
-1.76817175e-03 -6.57421476e-02]
[ 5.33749563e-02 2.79117024e-02 -2.26725496e-01 1.12472373e-01
1.18263613e-01 -5.46774539e-02 1.79728949e-01 1.48535038e-02
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[ 2.03462951e-02 1.68516603e-01 1.54823086e-01 -4.23584754e-02
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[ 1.12747141e-01 8.40710898e-03 2.41627408e-03 -1.07966962e-01
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2.56521037e-02 2.18813321e-02]
[ -1.48233148e-01 1.63604158e-01 1.26667709e-01 3.82897267e-02
1.62626160e-01 -1.56696197e-01 -1.54415125e-01 -1.35582990e-01
1.36230776e-03 1.35528071e-01]
[ 1.71113403e-01 2.31586670e-01 9.19618672e-02 1.22516862e-01
-5.65770620e-02 -2.57543812e-01 -8.19008067e-02 -8.80530920e-02
-1.12348571e-01 1.46956069e-01]
[ 3.05959671e-02 -1.55744796e-01 8.78768487e-02 1.95692911e-01
-3.93882430e-02 -1.49226796e-02 -9.83105672e-02 4.32330942e-02
1.26171186e-01 -1.63085448e-01]
[ 4.19796591e-02 1.74974679e-02 1.22730849e-01 -8.39917134e-02
-1.04311841e-01 2.07093423e-01 3.88978178e-03 8.66371095e-02
1.50552337e-01 -3.55611078e-01]
[ 1.65298006e-01 -2.03384886e-01 4.27898600e-02 -3.17683853e-01
5.17030647e-01 -1.22923218e-01 -1.30431690e-01 2.12386739e-01
1.53696667e-01 -3.41337547e-01]
[ -2.51623542e-01 -1.55954484e-01 4.71009132e-02 -5.16557345e-02
4.40705596e-01 -1.93446382e-01 -1.77595284e-01 1.67885343e-01
3.57283197e-01 -2.95206100e-01]
[ 1.89163324e-01 -3.92851783e-02 -7.63623784e-02 1.27044533e-01
3.10225807e-01 -1.73759520e-01 -1.31460264e-01 -6.77683233e-02
3.77806389e-02 -1.36524277e-01]
[ -2.87244712e-01 -1.78467531e-01 2.72606336e-01 -7.34153263e-03
-7.95595595e-02 8.31646822e-02 1.21095348e-01 1.76281059e-01
-1.17419035e-02 -9.24095507e-02]
[ 1.25943702e-01 1.22724286e-02 2.40385936e-01 -2.20658786e-01
-2.37626367e-02 9.37035979e-02 1.09361602e-01 1.65918023e-01
8.89541023e-02 -8.70090708e-02]
[ 1.42113355e-01 9.36319191e-02 -1.01552900e-01 -1.02762036e-01
-2.11095627e-01 2.03298442e-01 7.18535798e-02 -1.95731266e-01
-1.12250445e-01 1.89273781e-02]
[ -1.54878560e-01 1.36387346e-01 -2.07261255e-01 -5.51740240e-02
-3.58355603e-01 7.67596498e-02 1.82059505e-01 9.39441070e-02
2.11879608e-02 6.62227628e-02]
[ 2.36310912e-02 7.65070851e-02 4.44926793e-03 5.46478651e-02
-6.12246708e-02 1.56882617e-01 -2.98216573e-01 -4.85428475e-02
-3.53415414e-02 -1.62651486e-01]
[ 1.98404434e-02 5.74997143e-03 2.02916337e-01 -1.49450138e-01
-8.73986726e-02 -1.95207386e-01 1.36322821e-01 -1.98989639e-01
1.69260548e-02 1.55725581e-01]
[ 3.17904147e-02 2.46850805e-01 3.86594969e-01 2.09798774e-01
4.99260019e-02 3.44733217e-02 1.10265157e-01 -7.98731986e-02
1.45307477e-01 -2.14972202e-02]
[ 2.43333887e-02 2.44976795e-02 3.71607234e-02 7.86897527e-02
-7.97682806e-02 -1.15723477e-01 9.02601142e-02 -1.50015122e-01
5.62743638e-02 1.04723623e-01]
[ -4.69511272e-02 2.11939958e-01 2.72160647e-01 -1.06098654e-01
-8.70351561e-02 -2.81618620e-02 -1.63221989e-02 9.25563029e-02
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[ -9.18535716e-02 -6.35770178e-04 2.03928263e-01 -3.64018325e-02
-1.10496692e-01 -1.23279604e-01 -1.63812596e-01 -1.38970325e-01
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[ 9.03133072e-02 -2.92378969e-01 8.75693623e-02 7.27428351e-02
4.23467940e-02 1.46515149e-01 1.79309667e-01 3.16798551e-02
-1.06339232e-01 1.70265169e-01]]
final_inputs_run [[ 0.43390942]
[ 0.45826301]
[ 0.62913072]
...,
[ 0.40629924]
[ 0.06220802]
[ 0.05809656]]
final_outputs_run [[ 0.43390942]
[ 0.45826301]
[ 0.62913072]
...,
[ 0.40629924]
[ 0.06220802]
[ 0.05809656]]
Progress: 1.9% ... Training loss: 0.500 ... Validation loss: 0.816[ 1.23416056]
[ 0.37807498]
[-0.09818996]
[-0.61220059]
[ 0.34645268]
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[ 1.35378219]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0 ... 0 0 0
20 0 0 0 ... 0 0 0
21 0 0 0 ... 1 0 0
22 0 0 0 ... 0 1 0
23 0 0 0 ... 0 0 1
24 0 0 0 ... 0 0 0
25 0 0 0 ... 0 0 0
26 0 0 0 ... 0 0 0
27 0 0 0 ... 0 0 0
28 0 0 0 ... 0 0 0
29 0 0 0 ... 0 0 0
... ... ... ... ... ... ... ...
15405 0 1 0 ... 0 0 0
15406 0 1 0 ... 0 0 0
15407 0 1 0 ... 0 0 0
15408 0 1 0 ... 0 0 0
15409 0 1 0 ... 0 0 0
15410 0 1 1 ... 0 0 0
15411 0 1 0 ... 0 0 0
15412 0 1 0 ... 0 0 0
15413 0 1 0 ... 0 0 0
15414 0 1 0 ... 0 0 0
15415 0 1 0 ... 0 0 0
15416 0 1 0 ... 0 0 0
15417 0 1 0 ... 0 0 0
15418 0 1 0 ... 0 0 0
15419 0 1 0 ... 0 0 0
15420 0 1 0 ... 0 0 0
15421 0 1 0 ... 0 0 0
15422 0 1 0 ... 0 0 0
15423 0 1 0 ... 0 0 0
15424 0 1 0 ... 1 0 0
15425 0 1 0 ... 0 1 0
15426 0 1 0 ... 0 0 1
15427 0 1 0 ... 0 0 0
15428 0 1 0 ... 0 0 0
15429 0 1 0 ... 0 0 0
15430 0 1 0 ... 0 0 0
15431 0 1 0 ... 0 0 0
15432 0 1 0 ... 0 0 0
15433 0 1 0 ... 0 0 0
15434 0 1 1 ... 0 0 0
weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 \
0 0 0 0 0 0 0
1 0 0 0 0 0 0
2 0 0 0 0 0 0
3 0 0 0 0 0 0
4 0 0 0 0 0 0
5 0 0 0 0 0 0
6 0 0 0 0 0 0
7 0 0 0 0 0 0
8 0 0 0 0 0 0
9 0 0 0 0 0 0
10 0 0 0 0 0 0
11 0 0 0 0 0 0
12 0 0 0 0 0 0
13 0 0 0 0 0 0
14 0 0 0 0 0 0
15 0 0 0 0 0 0
16 0 0 0 0 0 0
17 0 0 0 0 0 0
18 0 0 0 0 0 0
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features yr holiday temp hum windspeed season_1 season_2 \
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season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
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Progress: 1.9% ... Training loss: 0.498 ... Validation loss: 0.817[-0.104029]
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features yr holiday temp hum windspeed season_1 season_2 \
0 0 0 -1.334609 0.947345 -1.553844 1 0
1 0 0 -1.438475 0.895513 -1.553844 1 0
2 0 0 -1.438475 0.895513 -1.553844 1 0
3 0 0 -1.334609 0.636351 -1.553844 1 0
4 0 0 -1.334609 0.636351 -1.553844 1 0
5 0 0 -1.334609 0.636351 -0.821460 1 0
6 0 0 -1.438475 0.895513 -1.553844 1 0
7 0 0 -1.542341 1.206507 -1.553844 1 0
8 0 0 -1.334609 0.636351 -1.553844 1 0
9 0 0 -0.919146 0.688184 -1.553844 1 0
10 0 0 -0.607548 0.688184 0.519881 1 0
11 0 0 -0.711414 0.947345 0.764282 1 0
12 0 0 -0.399817 0.740016 0.764282 1 0
13 0 0 -0.192085 0.480854 0.886073 1 0
14 0 0 -0.192085 0.480854 0.764282 1 0
15 0 0 -0.295951 0.740016 0.886073 1 0
16 0 0 -0.399817 0.999178 0.886073 1 0
17 0 0 -0.295951 0.999178 0.764282 1 0
18 0 0 -0.399817 1.310171 0.519881 1 0
19 0 0 -0.399817 1.310171 0.519881 1 0
20 0 0 -0.503683 1.258339 0.519881 1 0
21 0 0 -0.503683 1.258339 0.031898 1 0
22 0 0 -0.503683 1.621165 0.276298 1 0
23 0 0 -0.192085 1.310171 0.886073 1 0
24 0 0 -0.192085 1.310171 0.886073 1 0
25 0 0 -0.295951 1.621165 0.519881 1 0
26 0 0 -0.399817 1.932159 0.764282 1 0
27 0 0 -0.192085 1.621165 0.031898 1 0
28 0 0 -0.192085 1.621165 0.031898 1 0
29 0 0 -0.399817 0.740016 0.886073 1 0
... .. ... ... ... ... ... ...
15405 1 0 -0.711414 1.258339 0.519881 0 0
15406 1 0 -0.711414 1.258339 0.764282 0 0
15407 1 0 -0.711414 1.258339 -0.211685 0 0
15408 1 0 -0.607548 0.999178 0.031898 0 0
15409 1 0 -0.607548 0.999178 0.519881 0 0
15410 1 0 -0.607548 1.051010 0.519881 0 0
15411 1 0 -0.399817 0.895513 0.031898 0 0
15412 1 0 -0.399817 0.740016 0.276298 0 0
15413 1 0 -0.295951 0.636351 0.276298 0 0
15414 1 0 -0.088219 0.325357 0.031898 0 0
15415 1 0 -0.088219 0.325357 0.031898 0 0
15416 1 0 0.015647 0.221693 -0.456086 0 0
15417 1 0 0.223378 0.066196 0.031898 0 0
15418 1 0 0.119512 0.014364 -0.211685 0 0
15419 1 0 0.015647 0.480854 -0.211685 0 0
15420 1 0 0.119512 0.273525 -0.211685 0 0
15421 1 0 0.015647 0.480854 0.276298 0 0
15422 1 0 0.015647 0.480854 -0.211685 0 0
15423 1 0 0.015647 0.480854 -0.211685 0 0
15424 1 0 -0.088219 0.740016 -0.456086 0 0
15425 1 0 -0.088219 0.740016 -0.821460 0 0
15426 1 0 -0.088219 0.740016 -0.821460 0 0
15427 1 0 -0.192085 1.310171 -0.821460 0 0
15428 1 0 -0.192085 1.310171 -1.553844 0 0
15429 1 0 -0.192085 1.310171 -1.553844 0 0
15430 1 0 -0.192085 1.310171 -1.553844 0 0
15431 1 0 -0.192085 1.310171 -0.699669 0 0
15432 1 0 -0.192085 1.310171 -0.821460 0 0
15433 1 0 -0.192085 1.310171 -0.821460 0 0
15434 1 0 -0.192085 0.999178 -0.699669 0 0
season_3 season_4 weathersit_1 ... hr_21 hr_22 hr_23 \
0 0 0 1 ... 0 0 0
1 0 0 1 ... 0 0 0
2 0 0 1 ... 0 0 0
3 0 0 1 ... 0 0 0
4 0 0 1 ... 0 0 0
5 0 0 0 ... 0 0 0
6 0 0 1 ... 0 0 0
7 0 0 1 ... 0 0 0
8 0 0 1 ... 0 0 0
9 0 0 1 ... 0 0 0
10 0 0 1 ... 0 0 0
11 0 0 1 ... 0 0 0
12 0 0 1 ... 0 0 0
13 0 0 0 ... 0 0 0
14 0 0 0 ... 0 0 0
15 0 0 0 ... 0 0 0
16 0 0 0 ... 0 0 0
17 0 0 0 ... 0 0 0
18 0 0 0 ... 0 0 0
19 0 0 0